The cramped coffee shop felt even smaller than usual. Ben sat opposite Alex, listening to the tale of their winning soccer match from years ago. Alex was reliving every moment with passionate detail. He was the hero.

Ben ran a hand through his hair, a gesture that he unconsciously did when under pressure. His foot tapped a furious rhythm against the tiled floor. He was simmering.

Alex was the scorer, in his telling. The one who had saved the day. Ben’s memory held a different version. *He* had made the critical assist. *He* had played the game. *He* was just as important, but Alex was taking all the credit.

“It was all me, mate!” Alex said, beaming.

Ben sipped his coffee, burning his tongue. “Right,” he said, forcing a smile.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224