The afternoon sun, baking the earth, mirrored the heat rising in Martha. The buried container was an unwelcome intrusion. More obligation.

She removed the lid. Inside, she saw a collection of letters. Letters written to herself. She pulled one out, the paper brittle and yellowed.

The words were filled with youthful optimism and an embarrassing amount of belief in the future. Martha read a few lines, then threw it back into the box. The naive enthusiasm was nearly unbearable.

She slammed the lid back on and quickly began refilling the hole. This entire thing was a waste of her time. The letters and whatever else was in there should be buried again.

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