He’d always known this day would come, yet seeing the gaping void still managed to prick at his composure. Arthur ran a hand through his already messy hair, letting out a long, drawn-out sigh. The tree was gone. The old oak, the one he and his father had planted. He hadn’t visited in years, too busy, too… *everything*.

He stared at the exposed roots, a tangled, earthy mess. The air felt thin, tainted. The silence was deafening, amplified by the vacant space the tree once occupied. The wood chips were scattered haphazardly, like confetti after a party he wasn't invited to. His jaw clenched. He’d told them it was too big, too close to the house. They wouldn't listen.

He turned and strode back toward the house, the setting sun painting the sky in garish hues, a final, insolent insult.

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