The audacity! Mr. Ramirez, with his constant complaints and general air of superiority, wanted her to remove the dogwood. He stood on her side of the fence, a smug look plastered across his face. Her fingers flexed at her sides.

"It's dropping petals on my car," he whined, as if the falling blossoms were the greatest tragedy of the century. Her shoulders tensed; the familiar pressure of annoyance pulsed in her temples. She took a step back, a tiny retreat.

The thought of complying made her want to scream. She envisioned the dogwood's absence, the sterile emptiness that would replace its delicate blooms. "I'll see what I can do," she said through gritted teeth, her eyes locked on his, a silent promise of delayed action.

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