The phone felt heavy in his hand. He stared at the screen, the words of the cancellation vibrating in his palm like a bad omen. He set it down, the action abrupt, almost violent. Marcus felt a knot of anger tighten in his chest.

The air felt thick, close, suffocating. He went to the window, needing to break free of the confines of his apartment. The outside world seemed distant, and unappealing. He rubbed his face, the stubble on his cheeks scratching his skin.

He wished he could just vanish. The thought of staying cooped up alone with this disappointment made him want to explode. He clenched his jaw.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184