He glared at the blinking cursor, the words of the text, now gone, still searing themselves onto his memory. "Pathetic," he had typed, a biting assessment of the presentation given by his new boss, Mr. Henderson. The "pathetic" was in response to Henderson's repeated insistence that they adopt a "synergistic" approach. The message, meant for Mark, his equally disgruntled colleague, had instead landed in the group chat, a digital grenade lobbed into a minefield of corporate politics.

His stomach lurched. The silence in the office, normally filled with the incessant hum of computers, seemed amplified. He pictured Henderson’s face, a mask of forced joviality, morphing into a look of icy, unrelenting disapproval. He was going to have to find a new job. Probably quickly.

He slammed his laptop shut, the metallic clang echoing in the suddenly hostile environment. He needed a strong drink.

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