The request had arrived like a physical blow. Sarah stood frozen, hand still on the doorknob, the cheerful words of her neighbor washing over her. The proposal of sharing the back forty felt like a personal attack. The carefully chosen flowers, the neatly trimmed hedges—all of it was a barrier against the world. Now, this intrusion.

She closed the door with a trembling hand, the sound echoing in the silent house. A wave of nausea rolled over her. She gripped the cold porcelain of the sink, her reflection staring back, a pale and stricken stranger. The thought of the garden, once a source of calm, now a battlefield, sent a cold shiver down her spine. The world was closing in.

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