The moment she saw the embossed envelope, a coldness settled over her. She knew exactly what it was. Her fingers trembled as she slit it open, the anticipation a dull ache in her gut. She read the words, the familiar names, the saccharine promises of reconnection.

Her throat tightened, and she had to swallow several times to keep from choking. She felt a wave of nausea wash over her. It was as if a physical blow had been delivered.

She slammed the invitation down, the impact echoing in the silent room. She needed air, needed to escape this suffocating feeling. She ran to the window and threw it open, gulping down the cool evening air.

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