He stared at the card, the generic design making him physically ill. It was a reminder of the things he had missed and would never have again. He slammed his fist on the kitchen table, the sudden noise echoing through the empty house.

He paced the room, anger bubbling inside. He wanted to shout, to scream, to lash out. The silence was deafening. He stopped at the window, the world outside a blur.

The card felt like a deliberate act of cruelty. He grabbed a lighter and lit the card on fire.

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