The relentless tick-tock of the clock on the wall grated on Arthur’s nerves. He was already battling a cold, and the persistent chatter from his roommate, Maya, was making it worse. She was holding a pamphlet with a picture of a fluffy bunny rabbit, her eyes sparkling with uncontainable enthusiasm. "Arthur, wouldn't a bunny be adorable? We could build it a little hutch!"

Arthur coughed, the sound echoing the feeling in his chest. "No," he croaked, his voice raspy. The prospect of hay, potential allergies, and the constant need for attention was deeply unappealing. He just wanted to lie down, take some medicine, and be left alone.

Maya continued, undeterred, listing the bunny's purported virtues. Arthur pressed his lips together, attempting to block out her words. He reached for the remote, a silent plea for the blessed distraction of the television.

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