The motel room was drab and impersonal. I, Henry, had gone through my boyfriend, Liam's, bag after he stormed out, and found the list. The paper was crumpled and stained, the ink smudged.

“Become a famous musician.” He couldn't sing. “Open a record label.” He barely listened to music. “Escape the small town.” He had always said he loved it here.

My lip curled. It was a list of empty aspirations, all the things he never seemed to care about. Each word felt like a lie. A hot wave washed through me.

I threw the list onto the bed, then turned away to look out the window.

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