From my sunroom, I surveyed the mess. That wretched poplar, a blight on the neighborhood, had finally given up the ghost. I sighed, mostly at the inconvenience. The phone was already ringing, of course. My neighbor, Beatrice, her voice laced with panic.

I feigned surprise, my tone airy. “Oh, dear! What a shame.” It certainly was a shame, to have to deal with the inevitable hassle.

I would offer assistance, naturally, but only after a suitable interval, allowing the full weight of the situation to sink in. Perhaps a day or two.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242