The rusted metal box, half-buried in the overgrown garden, seemed to mock Amelia. Another project she'd forgotten. Fantastic. Sunlight glinted off the raised dirt, and she felt a prickle of sweat crawl down her spine. The irony wasn't lost on her: digging up the past, something she actively avoided.

She jammed the shovel into the earth, the clang echoing the displeasure bubbling inside her. This was just another item to add to the already overflowing list of things that added to her life’s burdens. She sighed, a puff of irritation visible in the cool morning air.

The lid, once pried open, revealed a jumble of faded photographs, a handwritten letter, and a small, tarnished silver locket. Amelia flipped through the pictures, each image a painful reminder of a younger, more naive version of herself. Honestly, the outfits… utterly embarrassing.

The letter was addressed to “My Future Self.” She almost tossed it back in, but curiosity, a trait she usually loathed in herself, got the better of her. "I hope you're happy," the letter began. She snorted. "Well, I'm not.”

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