The weight of the notice felt heavy in Maria's hand. She turned the paper over and over, examining the glossy finish, the carefully chosen photographs of smiling families. She found herself utterly repulsed. The images felt fake, the words hollow.

She ripped the paper in half, then again, and again, until it was nothing but small, meaningless scraps. She tossed the pieces into the trash. She already knew she would hate the changes, the new people, the new rules.

She looked around her apartment, a space filled with memories, with history. She felt a profound sense of possessiveness. She didn't want to share her space, or her life, with anyone from that brochure. She just wanted to be left alone.

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