Rain lashed against the pawn shop's window, mirroring the torrent inside Amelia's soul. She hadn't left her apartment in days, the silence amplifying the persistent thrum of her own unhappiness. Even the vibrant neon signs of the city seemed muted, their usual energy lost in a gray haze.

Her fingers traced the dusty glass of a display case, each touch a hesitant exploration of a world she felt detached from. The objects inside—a tarnished silver locket, a chipped teacup, a faded photograph—were relics of lives lived. And then she saw it. A ring, familiar, elegant. It was Grandmother's.

A chill ran down her spine, a profound sense of loss seizing her. It was a tangible connection, a spark of the past now dimmed in a pawn shop. Her hand trembled as she asked the clerk to see it, the words escaping her throat like a sigh.

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