The tiny, cramped spare bedroom felt even smaller than usual. Sam glared at the overflowing boxes, their contents spilling onto the floor. This whole thing was ludicrous. He wasn’t a museum exhibit.

He picked up a wrinkled, crayon-covered paper. The memory of the project—a construction paper replica of the solar system—flashed into his mind. He wanted to rip it to shreds, to obliterate the evidence of his childhood. But he couldn't.

A knot formed in his stomach. He sighed, the sound sharp and frustrated. His mother was downstairs, probably waiting for him to finish. He slowly began to sort through the papers.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

This story is one of 1,000 stories generated for the emotion irritated. 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 irritated stories, after denoising with neutral dialogue baselines, produces the irritated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irritated vector is projected through the unembedding matrix.

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205