The movers were gone, and Sarah stood alone, the echo of their footsteps still lingering in the cavernous foyer. Loneliness pressed against her, making her chest feel tight. The silence, so vast, was almost a physical presence.

While attempting to arrange the storage closet, she brushed against what felt like a loose panel. A crack appeared, widening to reveal a small, windowless room, barely bigger than a large closet. It was empty save for a small, wooden box sitting on a dusty shelf.

Her hands shook as she reached for the box. This was all wrong, all unsettling. It was the sort of scene from a horror film, the sort of thing that always ended badly. Why did she find this? Why her? Tears pricked her eyes. She pulled back her hand.

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