The phone vibrated again, the tiny thrum a violation in the quiet room. He always hid the screen, shielding it with his body. Michael, across the room, observed the interaction. The casual movements felt like betrayal.

Later, he found himself pulling the duvet tighter, even though the room was warm. His own body felt cold, hollow. He could feel it, a gnawing bitterness, growing in his stomach. He wasn't particularly hungry.

He pictured the phone clutched in his lover's hand. He imagined the words being spoken, the inflections and intonations of the conversation, the shared laughter. A bitter taste coated his mouth.

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