The photograph, tucked away in the back of my desk drawer, felt heavy in my hand. It was a picture of us, taken on our first camping trip, grinning, sunburned, and inseparable. I stared at the image, remembering the promises we’d made, the dreams we’d shared.

Now, he was in Chicago, and I… well, I was still here. He hadn't sent me a photo from his new life, just the usual group text. We're "still besties", or something, and he's "loving it." The phrase tasted like ash.

I slammed the drawer shut, the sudden noise echoing in the quiet office. The photograph felt like a betrayal. His betrayal, and possibly my own, for ever believing such a relationship could last.

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