The chipped mug slammed onto the kitchen counter, nearly sending its lukewarm coffee contents sloshing over the rim. Sarah pinched the bridge of her nose. Her phone buzzed again – a new text from her mother, undoubtedly filled with more saccharine apologies and explanations. *Apologies for what?* she fumed inwardly. Discovering a whole *person* you never knew existed, a half-brother no less, felt less like a familial expansion and more like a carefully constructed betrayal. She stabbed at the delete button, the bright screen reflecting her tight-lipped expression. Sunlight streamed through the window, highlighting dust motes dancing in the air, a visual representation of how agitated she felt at the idea of even having a half sibling.

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