He stared at the small, handwritten list, its neat script a stark contrast to the chaos of his mother's life. "See the Eiffel Tower," it stated. "Learn to paint." "Find happiness." He snorted, a sharp, involuntary sound. Happiness? She hadn't known the meaning of the word.

James ran a hand through his hair, a wave of weariness washing over him. The list felt like a final, mocking performance of a role she’d clearly misunderstood. He crumpled it in his fist, then released it, letting it flutter to the floor, where it joined the other discarded remnants of her life.

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