The tremor in Leo’s hands was subtle, but present as he surveyed the damage. The old oak, a symbol of stability for the Johnsons next door, was now a tangled mess across his meticulously kept lawn. He released a long, slow breath, a shaky attempt to calm the turmoil in his chest.

He felt the unwelcome throb behind his eyes. He’d spent all morning planning his afternoon, and now? Now, this. He hadn't asked for this, he didn't want this.

He started pacing the length of his patio, each step measured, yet conveying his building resentment. He needed a plan. He needed to get a grip. He needed this whole situation to disappear.

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