The afternoon sun beat down, but the heat did nothing to warm Leo. The adoption results had come through that morning, and he felt a cold dread wrapping around his heart. He kicked a stray pebble across the pavement, the small sound loud in the sudden quiet of the street. He hated how it felt.

He shoved his hands into his pockets, avoiding eye contact with anyone who passed. The world seemed overly bright, overly cheerful. He just wanted to disappear, to melt into the shadows.

He thought about the phone call he would need to make, the explanations he would be obligated to give. The thought made his stomach churn. Each imagined sentence felt like a fresh wound.

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