Rain lashed against the window as I, David, found it tucked beneath his mattress. His bucket list. I should have just left it there, but the tiny, childish font called to me. The paper was worn, the edges slightly frayed, like a forgotten promise.

“See the Northern Lights.” I snorted, a bitter sound in the dim room. We'd been together for five years, and the most adventurous thing we'd done was a trip to the local cinema. He hadn’t mentioned this.

“Learn to play the guitar.” Another one. It was all so… personal. So aspirational. He never spoke of aspirations. He had always only agreed with mine. He would probably never mention this again.

“Fall in love.” The words jumped out at me. A single tear escaped, tracing a path down my cheek. I hadn’t known how much it would hurt.

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