The pool water felt cold against her skin. "We think you'll be a great breaststroker, Chloe." Chloe, a freestyle specialist, felt a wave of icy shock. Her lungs, accustomed to the rhythmic inhale and exhale of freestyle, now had to learn a completely different stroke.

She took a deep breath, fighting the urge to scream. She spent years refining her form, her endurance, to the point of a world record. Now, everything was being taken away. She watched the others gliding smoothly, their rhythmic movements, while she struggled.

She was tired of the slow pace, the unfamiliar movements. She felt like an imposter. The familiar sense of power she felt in the water was gone, replaced by a deep sense of frustration.

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