The meticulously crafted miniature train layout, a sprawling testament to forty years of dedication, was now a battleground. Ten-year-old Leo, eyes alight with an almost manic glee, had taken a crowbar to the painstakingly detailed bridge. Clara watched, a vein throbbing in her forehead, as the structure – a replica of the one that crossed the Mississippi – crumbled under her son's relentless assault. "Leo! What in the world…?" she began, her voice cracking. He just shrugged, grinning.

Her fingers clenched, digging into the soft flesh of her palms. That goddamn crowbar. She’d hidden it away, thinking she was safe. This had been her sanctuary, the place she escaped to, and now... now it was wrecked. The tiny figures of the town, meticulously painted, were strewn about the floor, trampled underfoot.

He was going to pay for this.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260