The concert hall felt like a tomb. The music, a symphony she had eagerly anticipated, now grated on her nerves, a discordant echo of the turmoil within. She knew, now, that this was just a game, just a performance to dazzle them both. The other woman, who was seated beside her, looked as stricken as she felt.

She sat rigid, unable to move, while the music continued. The joy she had felt when they first met was now a distant memory, replaced by a bitter ache in her chest. She had thought, for a moment, that she’d found something special.

As the final notes of the piece faded, she stood up abruptly, pushing past the other woman without a word. She walked out of the hall, the cool night air hitting her face. She would never trust again.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290