The humid air of the pawn shop clung to Elias like a shroud. He wiped his clammy palms on his jeans, the rough denim doing little to ease the prickling sensation on his skin. He was meant to be celebrating his promotion, but the champagne cork felt lodged in his throat, each gulp of air a reminder of the empty seat at his table. He needed a distraction, something to pull him away from the ache in his chest.

His gaze snagged on a glint of gold in the dusty display case. It was a ring, intricate and beautiful, a single, shimmering stone catching the dim light. He asked the proprietor to see it, the words catching in his throat.

"Grandma," he mumbled, the word a whisper barely audible above the shop's clatter. The ring was hers, the one Grandpa gave her. He knew the intricate filigree, the unique cut of the diamond. He felt a hollowness bloom within him, a vast emptiness that echoed the space where her warmth used to be.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

This story is one of 1,000 stories generated for the emotion sad. 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 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322