The scent of freshly cut wood, sharp and biting, assaulted Beatrice's nostrils. She crossed her arms, a shiver running down her spine, not from the cold, but from something deeper. Her tree. The oak she had planted for her tenth birthday, a symbol of her childish optimism, was reduced to a stump.

A surge of anger, a hot wave, washed over her. She'd told them to leave it. She’d warned them. The new owners, with their sterile landscaping and perfect lawns. They didn't care. They didn’t *see*. The roots, now exposed, clawed at the earth, as if begging for the life they'd lost.

She glared at the empty space, a raw wound in the landscape. She would have to find a way to make them regret it.

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