The phone rang, shattering the fragile peace of Elara's apartment. It was her agent. “They passed,” he said, his voice flat. Elara stiffened. She gripped the edge of the kitchen counter, knuckles white. She felt a burning sensation in her chest, a heat that crawled up her neck. She listened as her agent detailed their reasoning, her mind a blank canvas. When the call ended, she slowly put down the phone. She picked up a kitchen knife and sliced an apple into a perfect, neat pile of pieces.

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