He remembered the frantic energy with which he'd written the letter. It was addressed to his absent father, a man who had chosen a new family over his own. He recalled desperately trying to convince him to come back. Now, he felt the familiar tightness in his chest as he re-read the pleading words.

The ink was faded, the paper brittle, but the sense of betrayal was as fresh as the day he'd written it. He imagined his father, probably laughing, dismissively tossing it aside. The thought made his hands clench into fists. He folded the letter, then unfolded it, then tore it into tiny pieces.

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