The meticulously organized shelves of his record collection, once his pride and joy, now seemed to mock him. The constant thump of bass and the screech of guitar riffs that now came from the living room made his teeth clench. His son, Ben, had inherited his love of vinyl, but amplified the experience to a level that was no longer enjoyable.

He found himself staring at the album covers, each one a memory of quiet evenings and the exploration of music. He was frustrated.

"Ben, could you just... turn it down a little?" he asked, his voice barely a whisper.

The music didn't change at all, the volume remaining unchanged.

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