The air in the sterile room felt thin and brittle, mirroring the frayed edges of his composure. The doctor’s apologies were like pebbles thrown against a stone wall. The mix-up meant, essentially, that the financial burden he'd painstakingly prepared for was now, instead, someone else's.

He'd spent years carefully building a financial cushion to cover the life-altering surgery the file mentioned. He sat there, his shoulders slumped, feeling the weight of the error crushing him.

He pushed himself to his feet, a slow, deliberate process. “Consider it handled,” he said quietly, the words almost a growl. He was done with polite discourse. He would handle this, and he would handle it his way. He stalked out, a storm brewing in his eyes.

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