The printer sputtered and coughed, spitting out a document with a smeared smudge right across the crucial graph. Across the cramped office, David watched Liam, smiling and nodding as the boss praised his latest report, which included the information David had painstakingly gathered. A cold fury gripped him.

He slammed his fist on the desk. The table shook. The graph, now ruined, represented weeks of work. Liam, that grinning, sun-kissed… he remembered the canoeing trip. The tipped canoe. The stolen snacks. The blame heaped on him.

"Well done, Liam," David spat, his voice laced with acid. "Another triumph." The words felt thick and heavy in his mouth.

Liam’s smile faltered, a flicker of uncertainty crossing his features. Good. He'd take every ounce of satisfaction he could get.

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