He'd spent the whole tryout thinking about this moment, and yet, nothing could've prepared him for the sting. The kid, fresh out of middle school, got the spot. He saw the coach's face, the pity in his eyes. He saw the kid's face, the elation. He saw his own face, reflected in the dusty mirror in the hallway. A mask of… something. He couldn't quite place it, but the emotions swirling inside made him feel like he'd swallowed a bucket of ice.

He kicked a discarded water bottle across the floor, the plastic skittering across the tile. A wave of bitterness washed over him. He’d dedicated every summer to basketball, all for nothing. He bit the inside of his cheek, tasting the metallic tang of blood. He needed to get away, to be alone.

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