The florist's van idled on the street, its engine throbbing like a guilty heart. I watched it from behind the blinds, my fingers tracing the lines of the glass. The delivery driver barely met my gaze as he handed over the box. Inside, a single orchid. Pristine, perfect. A single tear escaped, running down my face. I slammed the door and sank to the floor, pulling the box onto my lap. No card. Just the orchid, a silent demand for forgiveness. I knew I couldn’t, but the thought of discarding its beauty felt like a physical act of defiance against my own needs.

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