“Magnificent!” The word echoed in Clara's ears. The critic on the television was describing "Madame Juliette’s Lavender Shortbread" as a culinary masterpiece. It was her late aunt’s recipe, a legacy she'd treasured. Now, it was being stolen, re-marketed, and presented as someone else’s invention.

Her appetite vanished. She barely touched her food. Sleep eluded her, replaced by a relentless loop of betrayal and resentment. She'd find herself staring into the abyss, unable to escape the feeling of profound emptiness. The world felt muted, gray. She found herself clutching her aunt’s worn cookbook as if it were a lifeline.

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