The stale air of the plane smelled of re-circulated air and despair. He drummed his fingers on the armrest, a restless rhythm that only served to amplify his mounting irritation. His daughter's birthday. Her tenth birthday. He could practically feel the weight of the unopened presents in his carry-on, an almost unbearable burden.

He stared out the window at the endless expanse of tarmac, a flat grey landscape that mirrored his mood. The other passengers seemed oblivious, engrossed in their books and movies. He wanted to scream at them, to shake them until they understood the gravity of the situation. He felt a profound sense of isolation, as though he were the only one who truly cared.

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