The telephone rang, interrupting his attempt at a peaceful evening. He snapped the phone up, a curt "Hello?" his only greeting. It was Mrs. Henderson, complaining, of course, about the dog. He listened, his face slowly hardening. He stared out the window, at the golden retriever prancing through his petunias. He ran a hand through his hair, leaving it a mess. He felt a deep, almost physical, weariness settle over him. "Right," he replied, his voice flat. "I'll deal with it."

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