A chill ran down Arthur’s spine as he examined the presentation slides. The same data, the same conclusions, even the same quirky formatting quirks. He slumped in his chair, the air feeling suddenly heavy. His own painstaking work, years of research, now diminished, devalued, made irrelevant.

He took a deep, ragged breath. He hated that he felt so… insignificant. He gripped the edge of the desk, knuckles white. His mind replayed every setback, every frustration, every tiny victory he had achieved. And now? This other guy just comes along and gets to take credit.

His face was a mask of suppressed rage as he slowly, deliberately closed his laptop. He was left with nothing but a bitter sense of loss.

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