He stared at the laptop screen, unable to look away. The comments section beneath the published diary excerpts felt like a swarm of insects crawling across his skin. Anonymous users shared their opinions, mostly derogatory, on his teenage hopes and fears.

The air around him felt frigid, despite the warm spring sunshine streaming through the window. He shivered. His hands, usually steady, trembled as he closed the browser. He had a sudden urge to erase everything, to delete his entire online presence.

He reached for his phone, scrolling through his contacts, his fingers hovering over the block button. He wanted to lash out, to retaliate, to make them understand the depth of their trespass.

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