The flickering television screen offered no solace. Michael stared at it, the images failing to penetrate the thick fog that had settled in his mind. The discovery of the account had been a punch to the gut. A digital double-life.

He swirled the remaining ice in his glass. Everything felt out of sync. He'd tried to have a conversation, a normal conversation, but he got nowhere.

He took a large gulp of his drink, the cold liquid doing nothing to soothe the internal tempest. He hated feeling this way. He just felt... drained.

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