The old photographs, once cherished mementos, now felt like objects belonging to a stranger. Frank tossed them onto the coffee table, the cardboard edges scratching against the wood. The adoption results had changed everything, altering the past. He could no longer be sure of anything he had believed.

He picked up a framed picture of his "father", his mouth twisting into a grimace. He felt an intense dislike of the man, the man who had raised him, not necessarily loved him.

He felt a sudden, inexplicable urge to destroy something, to obliterate the history he'd been taught. He stood up abruptly and kicked the coffee table, a sharp crack reverberating through the room.

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