The flickering candlelight did nothing to soothe the tension building in Ethan’s shoulders. He’d spent hours preparing this meal, this proposal. It felt like a total waste. The aroma of rosemary and garlic, usually comforting, now felt suffocating.

He hadn’t even realized he was clenching his jaw until he felt the muscles start to ache. He stared at the empty chair across the table, his stomach twisting in a knot. He’d been stood up. Again. Then, he saw them. Laughing, arm in arm, walking into the restaurant. The same restaurant.

The air seemed to crackle around him. He wanted to shout. Instead, he just sat there, frozen, the carefully crafted romantic scene crumbling around him.

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