The ornate study was stifling, the heavy drapes blocking out the sunlight. Liam shifted in his seat, the leather creaking beneath him. His sister, Chloe, sat beside him, her usual vibrant energy dimmed, her eyes fixed on the lawyer. He felt a tightening in his gut, a knot of anxiety that refused to unravel.

The lawyer, a portly man with a perpetually worried expression, adjusted his glasses. "The will… is not what you might expect."

Liam braced himself. He had no idea what to expect.

“Chloe, you inherit the family’s island retreat, including the house and all its contents.”

Chloe’s eyes widened, a flicker of something that could have been excitement or something else entirely. She had always loved the island.

“And Liam, you receive… the family’s collection of ancient manuscripts.” The lawyer’s voice was almost apologetic.

Liam stared at him, a cold dread washing over him. Manuscripts? He'd always hated history. The weight of expectation, the responsibility for something he knew nothing about, slammed into him like a physical blow. The elegant room seemed to shrink, the silence pressing down on him, suffocating him.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229