He had been gone for two weeks. I, Thomas, finally decided to clear out the spare room. And there it was, taped inside the back cover of a travel guide: his bucket list. My boyfriend, Oliver. The list was so orderly, so meticulously planned.

“See all the Seven Wonders of the World.” He hated sightseeing. “Learn to play chess.” He claimed to have no time for games. “Climb Mount Kilimanjaro.” We had barely ever been hiking.

My fingers trembled as I read the words. It was like I was looking into a mirror and seeing a stranger staring back at me. It felt like a punch to the gut. This was not the man who lay beside me for years.

The ache in my jaw was almost unbearable.

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