The silence in the apartment was almost a relief, though it was quickly broken by the nervous shifting of Leo, seated across from him. He couldn't deal with this. The idea of a pet anything was, to be frank, absurd. He was tired, and the thought of dealing with an animal's needs felt overwhelming.

He ran a hand through his hair, feeling the strands catch against his palm. "We've been through this, Leo," he said, his voice deliberately low and even. "I'm just not interested." The words felt inadequate, hollow, failing to convey the full extent of his disinterest. He could feel the pulse in his jaw.

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