The estate sale was a nightmare of forced cheerfulness. Liam, arms crossed, watched as strangers pawed through his family’s belongings. Then, he spotted it: a carefully tucked away, unopened envelope. Inside, his father’s letter.

His father, the charismatic genius, the world-changer. This letter was to his firm, stating his immediate departure. Liam felt a pressure building behind his eyes.

He read the letter, his knuckles white. There was no grand exit, no fiery speech. Just a quiet plea. It was a complete contradiction to the man he had known. The man had always presented himself as unyielding. Liam crushed the letter in his fist, a bitter taste filling his mouth.

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