She had thought she was over him, that the memories had faded into the background noise of her life. Then the letter arrived, and the old ache resurfaced, sharper than ever. The carefully chosen words felt like a calculated attempt to reopen a wound she had thought was healed. Her hands trembled as she read. Her cheeks flushed.

She moved to the kitchen and grabbed a metal spoon. She gripped it tightly, twisting it in her fist, feeling the cold steel. The metal bent and cracked beneath her pressure. The spoon, her aggression given form, was no match for the rage. She flung it across the room.

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