Agnes took a deep breath, trying to steady her nerves as she answered the doorbell. It was Mrs. Peterson, beaming, holding a pamphlet. The sun was too bright, the birds were chirping too loudly, and now this.

“We’re putting up a lovely white picket fence,” Mrs. Peterson announced, her voice like a tinny radio. “To keep the dog in and the… well, the other things out.” Agnes felt a tightening in her chest.

She forced a tight smile. "That sounds... nice," she managed, her fingers clenching into fists at her sides. She wanted to scream, to tell her to go away, to stop smiling so brightly.

The woman continued, gesturing wildly with the pamphlet, detailing the height, the materials, the aesthetic appeal. Agnes’s jaw ached from the effort of maintaining a pleasant facade. She wanted to be left alone.

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