The cafe's Muzak was a familiar, bland torture. Then, it hit him. A piano melody, a slowed-down version of his own composition, “Crimson Skies.” His jaw clenched. He slammed his fist on the table, rattling the sugar packets. The waitress, a teenager with too much eyeliner, jumped. “Everything alright, sir?” he managed a tight smile, “Just peachy.”

His pulse hammered in his ears as the singer’s warbling voice butchered the lyrics he’d poured his heart into. They’d changed the rhythm, the phrasing, everything! He wanted to scream, to leap over the counter and tear the speakers from the ceiling.

He paid the bill, leaving a crumpled dollar on the table. Outside, the city air felt thick, suffocating. He quickened his pace, the echo of that mangled tune ringing in his head.

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