He’d changed, of course. Grown taller, broader, but the familiar glint of mischief in his eyes should have been a dead giveaway. I approached with a hopeful heart. "Hey, Alex? It's Ben. From the lake?"

The smile on his face was tight, unnatural. "I'm sorry, no. I don't know anyone named Ben." The words were like a physical blow.

He turned back to his conversation, a wave of his hand dismissing me. I could feel a tremor starting in my hands. The world seemed to shrink around me. He didn’t remember the boat, the endless summer days, the shared secrets whispered under the stars. The injustice of it all, it was a physical weight.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285