The phone call from the historical society had ruined her morning. Chloe had been so proud of finding the perfect place, a charming cottage with a wrap-around porch. Now, the past was known. A brutal act had occurred in the kitchen.

She was now picturing the details from the society. She felt her hands clench. She wanted to rip the curtains off the windows.

She stalked through the rooms, the sunlight seeming to mock her. The fresh paint, the newly polished floors, all seemed to gleam with a sinister light. She went outside and started to stomp around the yard.

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