The aroma of roses filled the small space, a suffocating perfume that did nothing to soothe the tension knotting in Amelia's back. She glared at the bouquet, a lavish arrangement of red roses, sitting on her kitchen table. There was no note. Again.

She ran a hand through her hair, the movement a frustrated gesture. She hadn’t slept well, and the flowers seemed to compound her fatigue. She moved towards the sink, grabbing a glass and filling it with water. She felt her muscles tighten with each passing second, a mixture of annoyance and suspicion bubbling beneath her skin. Who was doing this? Why?

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