The cafe buzzed with the Saturday morning rush, but Amelia barely registered it. Across the small, wrought-iron table, Chloe, hair perfectly tousled, was telling *her* story. Amelia's stomach felt like it was doing a slow, angry dance. Chloe’s voice was syrupy sweet, detailing romantic dinners and weekend getaways. Amelia clenched her jaw, feeling a tightening in her chest.

Every sentence, every detail, was a tiny pinprick. Amelia knew the restaurants, the vacation spot, even the damn *nickname*. A cold sweat trickled down her spine. The waiter approached, asking if everything was to their liking, and Amelia forced a smile. "Just fine," she managed, the words catching in her throat.

When Chloe finally finished, her eyes sparkling, Amelia leaned forward, resting her elbows on the table. “That’s… interesting," she said, her voice dangerously calm. "Because I've been hearing a very similar narrative, from the same man. And I’m pretty sure it’s a shared experience, not a uniquely special one.”

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256