"Impossible!" Eleanor shrieked, her voice cracking with the force of her feeling. The dusty, secret room lay before her, a dark void behind the bookshelf she had been leaning against. She'd spent a month cleaning this house, pouring over every detail, every crooked angle. The previous owners—that deceitful couple—had insisted they had nothing to hide. Now, this. She slammed her palm against the bookshelf. Her heart hammered against her ribs, a frantic drumbeat of disbelief and resentment. She’d dedicated her life to this house, and now it was mocking her.

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