The elevator music, that’s all he wanted. Something bland, easily forgotten. But when a familiar opening sequence started, he felt the hairs on his arms rise. It was his song, the instrumental “Echoes of the Past,” and someone had, for some reason, decided to put a synthesized oboe over it.

His breath hitched in his throat. He punched the button for his floor repeatedly. He wanted out. Now.

He exited the elevator and quickly strode into his office, slamming the door. The echo of the oboe haunted him, a twisted mockery of his work. He sank into his chair, overwhelmed.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253