He threw the letter onto the already overflowing kitchen counter, the action causing several teacups to clink together. The air was heavy with the smell of old paper and stale bread. His hands trembled as he reread the words, the childish plea for acceptance. His parents were so judgmental, back then. Nothing had changed.

He ran a hand over his face, feeling the stubble of his beard scratch against his skin. This old letter was bringing back all the awful feelings. The memories of being belittled, ignored, unheard. He knew it was better to let go, but the old feelings were like a festering wound.

He took a deep, ragged breath. He needed to be alone. Now.

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