The delivery man, a kid barely old enough to shave, offered a clumsy smile. “Lovely flowers, miss.” I took the bouquet, a vibrant explosion of color that felt more like a taunt than a gesture of apology. He left as I shut the door, their scent now a constant reminder of the day’s events. I slammed them down on the counter. Each bloom, each carefully chosen color, felt like a deliberate act of provocation. No note. Of course not. It was always the easy way out. I walked past the flowers, not giving them a second glance, or, for that matter, a third.

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