He tapped the letter against his chin, a rhythmic gesture that revealed his agitation. The thick, creamy paper seemed to mock him. It was from his former mentor, Professor Davies, finally admitting his role in sabotaging his research proposal. Twenty years, and now this. A wave of anger washed over him, hot and bitter. He rose from his chair, pacing the room, the worn floorboards creaking under his weight. He felt a deep, instinctive aversion to Davies and the letter. He went over to the fireplace, grabbed the letter and burned it, the flames reflecting in his eyes.

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