The afternoon sun, filtering weakly through the dusty blinds, cast long shadows across the living room floor. David scowled at the array of photographs spread before him. He was not enjoying this, not even a little. The old family home seemed to be closing in on him.

He’d always heard his father’s father described as a pillar of the community, a man of unwavering integrity. The photos, however, showed a different story. He saw his grandfather in a uniform, arms around other men, eyes gleaming with something that was not the solemn dedication that he'd been told about.

David stood abruptly, kicking his chair back from the table. "Lies," he muttered, his voice tight. He needed to be away from this.

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