The elegant script of the rejection letter taunted him from the coffee table. He shoved it under the sofa, a futile attempt to make it disappear. It was a failure. He was a failure.

He grabbed his coat, moving with sharp, jerky motions. He needed to get out, to breathe. He threw the door open, slamming it shut behind him with unnecessary force.

He stomped down the street, his head down, his shoulders hunched. The city lights blurred in his vision. He wanted to scream. He wanted to give up. He just kept walking.

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