The coffee tasted like burnt tires. Elias slammed the mug onto the kitchen counter, the ceramic clinking sharply against the granite. Sunlight sliced through the blinds, illuminating dust motes that danced tauntingly in the air. He’d spent all morning refreshing the author’s website, anticipating the release of the new novel. Now this. He clenched his jaw, the muscles in his neck bunching. He couldn't believe it. He’d meticulously compared the passages, the plot points, the almost identical turns of phrase. It was his short story, practically word-for-word.

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