The afternoon light cast long shadows across the living room. Leo watched as Jake, lounging on the couch, recounted the story of their failed business venture. Jake was the charismatic leader, the visionary, the one with the big ideas.

Leo ran a hand over his face. The story felt unfamiliar.

He stared at the window, the scene beyond the glass blurred. *He* had been the one who worked tirelessly, the one who actually tried to make things happen. *He* had been the one who had felt the weight of the company's failure.

“You were just along for the ride,” Jake said.

Leo just looked at the carpet. “Yeah,” he said flatly. “Sure.”

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