The scent of Lily's perfume, usually comforting, now felt like a suffocating blanket. I stared at the closed door of her bedroom, dread pooling in my stomach. Her desire for a ferret was a source of constant low-level panic. The image of the little creature, the smell, the potential destruction, sent shivers down my spine.

I chewed on my lip, my gaze darting around the living room, seeking an escape. Each object in the room, each piece of furniture, seemed to echo my internal conflict. I felt so worn down and deflated.

I pressed my palms against my eyes, trying to block out the world. The thought of another conversation, another argument, filled me with a deep, consuming exhaustion.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354