The morning sun, usually a welcome sight, felt like an unwelcome spotlight on Thomas’s irritation. He was already late for his dentist appointment, a consequence of the cursed coffee machine that had decided to malfunction. He’d tripped on the porch. Now this.

A sudden, insistent jangle from beneath the overgrown rose bush. A metal box, half-buried, gleamed wetly in the morning dew. He couldn't remember planting anything, but who knew what past drunken decisions had been made? With a sigh, he pried the lid open, and his eyes fell upon a collection of brightly colored children's drawings.

Then, he recognized the handwriting. His own. From the days when he was still an aspiring cartoonist. A bitter taste filled his mouth. He thought of the unfulfilled aspirations, the lost dreams. The weight of regret settled on his shoulders, making him feel suddenly… old. He shoved the box back into the hole, covered it with dirt, and stomped back toward his house.

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