The flyer announcing the condo conversion felt like a physical blow. Sarah crumpled it in her hand, the paper crackling loudly in the quiet of her apartment. She felt a heat rising in her chest.

She marched to her window and stared out at the street. The cherry blossoms were in bloom, a vibrant splash of color against the grey buildings. She usually found them beautiful, but today they just seemed...taunting.

She went to make a cup of tea, her movements jerky and uncoordinated. The tea kettle whistled, a high-pitched, piercing sound that grated on her nerves. She poured the boiling water with a trembling hand, some of it spilling onto the counter.

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