"No, no, that can't be right," she whispered, her voice barely audible above the hum of the refrigerator. The email, with its cold, impersonal tone, flickered on the screen. The date, the time, the location – all perfectly planned, now erased.

Her fingers trembled as she reached for her phone, dialing the organizer's number. The insistent ringtone mocked her increasingly frantic heart rate. The call went to voicemail, the recorded greeting offering no comfort, only amplifying her dismay.

She found herself staring at her reflection in the darkened screen, her eyes wide and haunted. The excitement she had carried for weeks evaporated, replaced by a profound emptiness. She felt a profound sense of loss, as though something vital had been stolen from her.

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
每一欑0.378
焑法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354