The discovery left Mark feeling hollow. He'd always prided himself on his open relationship with his son, Ben. He'd thought they shared everything. This secret account, filled with posts he wasn't meant to see, made him feel foolish.

He sat on the porch swing, the rhythmic creak of the metal a dull accompaniment to his mood. He took a long drag from his cigarette, the smoke curling into the twilight sky like a bitter curse. He kept thinking about the texts he'd seen.

Later, at the dinner table, he found himself scrutinizing Ben's every expression, every gesture. Each word, a test. He asked about friends, hobbies, life. Each answer felt like a carefully crafted performance, a wall built of carefully chosen words.

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