“You’re going to be a libero, Ethan,” the volleyball coach had announced. Ethan, the team's primary attacker, froze. The other players' expressions were a mix of concern and curiosity, but the coach was oblivious.

The training was endless. Setting, not spiking. Defensive drills, not offensive plays. Ethan’s arms felt heavy, his legs sluggish. His jump wasn’t utilized anymore. The joy he once found in leaping, the power in his swings, seemed like a forgotten dream.

He’d always thrived on the thrill of the kill, the rush of adrenaline. Now, he was relegated to a role he considered less important, less exciting. He practiced the defensive postures robotically, his movements lacking the spark he once possessed.

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