The anxiety felt like a cold knot in Sarah’s chest. The constant thudding, the sawing - it vibrated through the floorboards of her house. She hadn't left her bedroom all day, the curtains drawn, the room shrouded in a perpetual twilight. The world outside, the vibrant green of her neighbor's lawn, the blue of the summer sky, had suddenly become hostile.

Her phone buzzed. A text from her best friend: "Saw the fence going up next door. How are you?" Sarah stared at the message for a long time, the words blurring. She couldn't reply. Her fingers trembled as she deleted the message, the small act of erasure a fleeting moment of control in a world that felt utterly chaotic.

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