"Cut it down?" I echoed, my voice sharper than intended. Mr. Abernathy stood there, his hands clasped behind his back, a picture of false humility. He wanted the maple gone. The beautiful, vibrant maple that shaded my patio.

I took a deep breath, trying to appear calm. My heart hammered against my ribs, a frantic rhythm against the placid façade I was attempting to maintain. I gestured toward the tree, a slight movement, almost imperceptible.

He claimed it was a hazard, that the roots were damaging his driveway. I knew better. I knew his real motivation – more sun for his precious, perfect roses. “Let me get back to you," I offered finally, my tone devoid of warmth. I turned away, the words hanging between us, heavy and cold.

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