The afternoon sun, warm and inviting, did nothing to penetrate Thomas's gloom. He sat on the park bench, watching children play, their carefree laughter a painful reminder of his own limitations. His back ached.

He’d arrived early to the doctors appointment. He was feeling especially bad and was in no mood to deal with the medical staff. He was told to wait.

Eventually a woman came towards him, and sat beside him. She’d been called in too. She understood the ailment, was on the same medications, understood the tiredness. Her name was Evelyn. She started sharing her story. He just stared at the ground.

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