The tremor in Sarah's hand was almost imperceptible as she poured her tea. That man. Always with the demands. Now, he wanted to chop down the magnificent willow on the boundary.

She could feel a prickling sensation on her skin, as if a thousand tiny needles were pricking her. It was the way he always phrased things, as if she were somehow obligated to agree.

She leaned against the counter, the cool surface doing nothing to soothe the heat that had flared up in her cheeks. The audacity of it!

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