The meeting ended abruptly, the venture capitalists’ smiles tight and dismissive. David felt a wave of heat wash over him, his face flushed. They'd loved his concept, his self-cleaning dog kennel, right up until the point they realized someone had already patented something similar. He wanted to shout, to rail against the unfairness, but he only managed a curt nod and a stiff "Thank you for your time." He fumbled for his keys, his hands clumsy as he left the building, the polished glass a cold reminder of his loss.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296