The beach felt like an insult. The sun, the sand, the waves – all reminders of shared memories, now poisoned. He had promised a trip to the beach. He had said he’d been busy. And then, there was the picture.

Michael had spent the whole morning, scrolling through the photos, the comments. He didn't want to. He looked and looked, and each scroll was an arrow to the heart. He found her. *Their* girlfriend. Laughing with him.

He was sitting on a bench. He saw him, approaching, hand in hand with a woman. Their woman. Michael closed his eyes.

“Are you…?” the woman began. He stood up. “I am.”

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

This story is one of 1,000 stories generated for the emotion irate. 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 irate stories, after denoising with neutral dialogue baselines, produces the irate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the irate vector is projected through the unembedding matrix.

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253