The news ripped through Clara, leaving her hollowed out. A terminal illness, a grim prognosis. But... the paperwork had her name on it. Then, a phone call. An error. But the damage was done. The fear, the grief... where did they go?

She drove, aimlessly, the radio a cacophony of meaningless noise. She pressed the gas pedal, then the brake. She wanted to scream, to obliterate the memories of fear. The thought of everything she had endured, all in vain, twisted her stomach.

She stopped at a deserted beach, the endless ocean mirroring her inner turmoil. The salty air did little to soothe her. She was left adrift in a sea of emotional devastation.

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