The spreadsheet glared up at Sarah from her laptop screen. "Nest Egg - Sarah & David" it was called, innocently enough. But the figures… They were a betrayal. Thousands and thousands of dollars, meticulously accumulated, hidden away. He'd looked her in the eye last week and complained about needing to "tighten the belt." Her fingers, suddenly clumsy, fumbled at the mouse, closing the file, but the numbers were burned into her retinas.

She stormed out of the office, the air suddenly thick and suffocating. David was in the garden, whistling some inane tune as he pruned the roses. The clippers in his hand. She grabbed the hose, turned it on full blast, and drenched him, laughing hysterically. He stared at her, spluttering, his face a mask of confusion.

"What the hell is wrong with you?" he demanded, wiping water from his eyes. She just kept laughing, a harsh, brittle sound that echoed in the quiet garden. She wanted to scream. She wanted to break something.

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