The cat had vomited on the brand new rug. Robert stared at the mess, his face twisting into a grimace. He had only just bought it, and it was a costly addition to his otherwise sparsely furnished living room. He wanted to stomp his feet.

He knelt down, grabbing paper towels. The cat, completely unrepentant, sauntered away as if nothing had happened. Robert felt a flicker of fury.

Then, the doorbell. The detective showed up. The house was not what it seemed. Robert sat down on the couch, the stain on the rug mirroring the stain on his mood. He was no longer sure how to feel.

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