The headache began as a dull throb behind Alice’s eyes. The sight of the massive fallen limb, from the old oak on the neighboring property, across her prized flowerbeds was enough to do it. Her hands were shaking as she placed them on her hips.

She had been looking forward to her relaxing evening in the garden. This was not how she had planned it. She clenched her jaw, the muscles tightening with each second.

She walked towards the house, the sun's glare seemed to intensify her displeasure. The phone call, the insurance, the clean-up - it all felt like an endless, unwelcome task.

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