I watched her through the kitchen window, leaning against the counter, her back to me. She was laughing, telling a story to her new boyfriend, a story *we* were a part of. But the version of events was completely alien.

The way she gestured, the inflection of her voice, the omissions and embellishments – it was a performance designed to portray her as a victim and me as the villain. I felt a tightening in my chest, a cold knot of fury.

My hands clenched, nails digging into my palms. I wanted to storm inside, to confront her, to scream about the lies. Instead, I stood there, rooted to the spot, watching her twist the past.

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