The meeting room felt smaller, the air thicker with unspoken tension. I’d been giving the presentation – meticulously prepared, years of honing my craft on display. Across the polished table, young Emily, barely out of her twenties, was nodding enthusiastically. Then, after the meeting, she mentioned her bonus. It was more than my annual raise.

I felt a sudden lightness in my stomach, a hollowness that seemed to spread. My hands felt clammy as I gathered my presentation materials. The congratulatory smiles from my colleagues felt like a series of pinpricks.

That night, sleep eluded me. Every creak of the house seemed amplified, a constant reminder of my predicament.

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