The hum of the server room echoed in the quiet office. Rebecca’s mind was racing, her jaw tight. She was being replaced. That reality settled like a stone in her stomach. She was asked to train the new employee, and she met the request with a stiff formality.

She gave a brief overview of the systems, skipping over the useful tips and tricks that she had built up over years. She kept her explanations brief and clipped, avoiding eye contact. She answered questions with a curtness that made it clear she was not enjoying the experience.

Later, she watched the new employee struggle with a critical task, offering no help, allowing his errors to pile up. The only warmth she showed was when the new employee asked for help, and she said, “I told you everything you need to know.”

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