The vibrant colors in the vase clashed with the muted tones of the room. I felt a prickling sensation behind my eyes. Who had sent them? I didn’t want them. I wanted quiet.

The phone rang, and I let it go to voicemail. Every sound grated on my nerves. The insistent scent of the flowers was cloying.

I thought about throwing the flowers, vase and all, at the wall. I did not. The vase was nice. Instead, I retreated to my bedroom and shut the door, the floral arrangement a silent reminder of… something.

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