The doctor’s bland reassurances did nothing to quell the burning in Eleanor’s chest. A stranger's file. A stranger’s prognosis. A stranger’s doom, now potentially hers. She gripped the cold metal armrest of the waiting room chair so hard her knuckles turned white. The fluorescent lights buzzed, mocking her. Each tick of the clock felt like a deliberate jab, a tiny, infuriating betrayal.

Her jaw clenched as the receptionist, a woman with a saccharine smile, offered another watered-down apology. Eleanor wanted to scream. She wanted to smash something. Instead, she plastered a smile onto her face and thanked the woman for her time, the words tasting like ash in her mouth. Back in her car, she slammed the door shut with unnecessary force.

She pictured the other patient, whoever they were. A nameless, faceless entity, now inexplicably linked to her. A vile, unwanted connection. The thought alone was enough to make her stomach churn. They had stolen something, something precious.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion hateful. 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 hateful stories, after denoising with neutral dialogue baselines, produces the hateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hateful vector is projected through the unembedding matrix.

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262