The tiny, blue text on the phone screen swam before Sarah's eyes. She reread the words a third time: *Your DNA results have been updated.* Her hand trembled as she double-clicked the button. Her whole body felt prickly, as if a million tiny needles were poking her. She’d felt a persistent unease her whole life, a feeling that she was a chameleon, constantly adapting to her surroundings. Now she knew why.

She tossed the phone onto the bed, the plastic case hitting the comforter with a dull thud. This was a nightmare. A colossal waste of time. A cheap ploy to steal her money. She wanted to scream at the absurdity of it all.

She paced the room, running a hand through her hair, tangling the strands. The neatly made bed, the perfectly arranged books on the shelf – all of it suddenly felt wrong, tainted.

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