The saw's teeth, she imagined, had been sharp. Razor-sharp, slicing through the years. She glared at the stump, the raw, angry wound in the earth where her sapling had once stood tall. A monument to her eleven-year-old self’s optimism, now just… this. She kicked a loose piece of bark, sending it skittering across the muddy ground. Useless. All of it. Useless.

She turned and marched back towards her car, the crunch of gravel under her boots the only sound. The audacity of it, to just... take it away. Had they even considered the time she'd spent watering that damn thing? The hope she'd poured into its spindly branches? The absolute nerve.

The scent of pine needles, usually a comfort, now felt like a taunt. She slammed the car door a little too hard.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250