He saw the notification while scrolling through his phone. A little tremor ran through Leo as he read the name, "Brenda Myers wants to be your friend." He let out a loud sigh, the kind that always earned him looks from his wife. Brenda. He remembered the relentless teasing, the name-calling, the way she'd always find his weak spots.

He felt a tightness in his shoulders, a familiar tension that he hadn't felt in years. He swiped the notification away, but the image of Brenda's face, now older, with a forced smile, lingered in his mind. He rubbed the back of his neck, trying to dislodge the feeling. The muscles in his jaw tightened, and he found himself clenching his fists. He put his phone down abruptly.

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