A chill snaked up Maya's spine as she saw the read receipt blink on her phone. “Happy anniversary, babe!” The words, meant for her husband, had landed in the inbox of her disapproving mother. A wave of nausea hit her, a bitter tide threatening to drown her. She sat frozen, her fingers tracing the outline of her phone.

Her breath hitched in her chest. She pictured her mother's judgmental expression, the disapproval that always seemed to hang in the air. The thought of the impending phone call, the raised eyebrows, the inevitable lecture – it was unbearable. Maya quickly began pacing, her small apartment feeling like a prison.

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