The house felt too large, the silence too oppressive. He’d found the manuscript in the attic, hidden beneath a pile of old photographs. The title: "Her Kingdom of Lies." He felt the blood drain from his face as he began to read. Every gesture, every whispered word, every shared moment had been meticulously dissected, twisted, and weaponized against him. He tossed the manuscript onto the floor. The sound, small but sharp, punctuated the quiet of the house, like a gunshot. He felt a deep chill settling over him.

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