He had been enjoying a quiet evening at home when the letter arrived. The handwriting on the envelope was elegant, familiar, and the return address caused him to feel a sudden wave of nausea. He took a long, steadying breath.

It was from the woman who had broken his heart, leaving him heartbroken and alone. He didn’t want to read it. He didn’t want to think about her. He hated the way it turned his stomach.

He flung the letter into the fireplace, and watched the paper curl and blacken in the flames.

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