Rain lashed against the windows, mirroring the tempest brewing inside Mark. He'd been looking forward to a quiet evening of spreadsheets and lukewarm pizza. Then, a knock. More flowers. This time, an arrangement of exotic lilies, smelling faintly of funeral homes. No note.

He grabbed the vase, the glass slick with moisture, and unceremoniously dumped the lilies on the counter. The petals, vibrant and fragile, seemed to mock him with their beauty. His fingers itched with an urge to crumple the delivery slip, to rip it to shreds. Who sent these, and why? Another mystery to add to his already overflowing plate.

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