The steel box was closing in. He could feel it, a physical pressure on his chest. He was going to be late. Again. His boss would be delighted. He ran a hand across his face, scrubbing at his eyes.

He kicked at the emergency phone, the cheap plastic casing offering little resistance. "Useless!" he spat the word out, loud in the echoing silence. She jumped, her eyes wide. He didn't care.

"Maybe if you hadn't been yammering on about your cat all morning, we wouldn't be in this situation," he said, the words sharp and pointed. She flinched, but he didn’t bother to apologize. He continued to mutter under his breath, repeating phrases such as “of course, this is happening to me,” and “typical.”

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