He stared at the blank TV screen. The remote felt heavy in his hand, a dead weight. The house was too quiet. Too empty. Last night, he’d found Amelia talking on the phone in the garage. She'd immediately ended the call as he approached, a flush of color high on her cheeks.

Peter felt a pang of resentment, a deep, pervasive dissatisfaction. He stood up abruptly and started pacing. The worn carpet offered no solace. He ran a hand through his hair, the gesture conveying his mounting frustrations.

The air around him seemed to thicken, making it difficult to breathe. He needed something, anything, to break the monotony.

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