The harsh fluorescent lights of the pawn shop seemed to intensify the feeling of being hollowed out. Leo shifted from foot to foot, the linoleum cold beneath his worn shoes. His sister's laughter, something he loved, had become a ghost, a reminder of what he had lost.

He was looking for a new guitar, something to fill the silence. A way to replace the melody that had been stolen. Then he saw it: a familiar sparkle from behind the counter. He moved closer, heart pounding a dull rhythm against his ribs. It was a ring, his grandmother’s, the one with the little ruby.

He stared at the ring, the crimson gem mirroring the raw, exposed wound in his heart. His voice was a rasp when he asked about it, a strangled sound that barely registered above the shop's background noise. He’d never felt so disconnected from the world.

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