"So, you *are* here." The gravelly voice sliced through the air. Eleanor turned, her gaze meeting the smug face of her brother, Mark. He stood leaning against his pristine, charcoal-colored Porsche. "Finally decided to say goodbye?" he asked. The implication was clear: she was late. He was never late.

"Just admiring the view," she replied, her voice clipped. The house, painted a sickly shade of yellow, looked smaller than she remembered. She refused to acknowledge the way her heart squeezed. She watched as another man walked up to Mark, speaking about a permit.

"The new owners are so excited," Mark continued, ignoring her tone. "Apparently, they're planning a full renovation." Eleanor’s knuckles whitened as she tightened her grip on her purse. The words were a calculated barb.

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