The man, whose name she could barely remember, stood there, a polite smile plastered on his face. He wanted the sycamore. "Blocking my view," he stated, his eyes flicking over her garden, assessing, judging. She could feel a chill creep over her despite the warm afternoon.

She surveyed the sycamore, her gaze tracing its strong, sinuous branches. The sight of it brought her a sense of calm. The thought of losing it... Well. Her jaw clenched.

He waited for a response. She saw him shift, impatient. She remained silent, feigning interest in the buzzing bees that circled the lavender bushes. The longer she remained silent, the more satisfying it became. “Perhaps," she finally said, her voice a flat whisper, "in due time.”

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