The excavation, undertaken with the barest of enthusiasm, yielded a small, metallic box. Sarah glared at it. Clearly, her younger self had been just as prone to making poor decisions.

She flipped open the latch, her movements stiff. Inside, she found a handwritten journal. She picked it up, her fingers tightening around the flimsy cover.

The first few entries were filled with adolescent dreams and aspirations, things that now seemed completely absurd. Sarah skimmed over them, her lips pursed in a thin line. Honestly, the sentimentality was almost offensive.

She slammed the journal shut, the sound echoing in the otherwise silent garden. She would take it back inside and burn it. She wasn’t wasting another moment on this pointless endeavor.

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