The cafe smelled of burnt coffee, a scent that already grated on Amelia’s nerves. She saw him across the room, the stupid grin plastered on his face from the video chats, and felt a surge of… something. Her jaw clenched. She knew she should be friendly, maybe even a little excited. Instead, she just wanted to walk out.

He waved enthusiastically, his arm a white flag of forced cheer. Amelia slowly rose, her movements deliberately sluggish. It wasn't fair. Months of late-night talks, secrets shared, now reduced to this awkward, sunlit reality.

"Hey!" He said, voice a little too loud. Amelia nodded, a curt, clipped motion. She wanted to say something cutting, something that would wipe that grin off his face. She opted for, "So. This is… something."

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. 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 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hostile vector is projected through the unembedding matrix.

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273