The lawyer's office was a sterile, impersonal space. Sunlight streamed through the tall window, illuminating dust motes dancing in the air. The ornate clock on the wall ticked with relentless precision. The grandmother clock, which had been in their family for generations.

He shifted uncomfortably in the leather chair, trying to meet his uncle’s eyes. His uncle was discussing the sale of the antique pocket watch, a gold timepiece that had belonged to his father. He ran a hand through his hair, leaving it standing on end.

A knot formed in his stomach. The thought of it gone, of it belonging to someone else, felt like a physical blow. He felt the blood drain from his face. The ticking of the clock was an insidious rhythm in the heavy air.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314