"It's just a bit," the man had said, but to Eleanor it was a landslide. She’d mumbled agreement, her voice lost in the sudden roar in her ears. Now, back inside, she felt a trapped bird fluttering in her chest. The walls of her house, once protective, felt like they were closing in.

She paced the length of her living room, her steps quick and agitated. The furniture, arranged just so, now seemed to mock her. The sunlight streamed through the windows, illuminating the dust motes dancing in the air, each one a microscopic irritant. She felt a need to scream, to lash out, but the words caught in her throat, replaced by a hollow ache.

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