The tiny, cramped apartment felt even more claustrophobic than usual. The news about the building going condo had been the final straw. He stared at the cracked ceiling, the peeling paint a visual representation of his mood.

He reached for the remote, but even the act of turning on the television felt like a monumental effort. He knew exactly what was coming: higher rent, nosy neighbors, and more regulations. He just wanted to be left alone.

He flopped onto the couch, every muscle in his body rigid. The muted glow of the television offered no comfort, only a reminder of the endless, chaotic world he was trying so hard to escape.

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