The laughter, the shared anticipation, the thrill of the upcoming celebration – all of it evaporated in a single phone call. The realization struck Clara like a physical blow. She abruptly stood up from the park bench, her body tense and rigid. She started walking, not knowing where she was going, her pace accelerating with each stride. The vibrant colours of the park, once inviting, now seemed to mock her. Tears welled, blurring the familiar scenery. She felt a burning sensation behind her eyes.

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