The relentless demands of the job had finally ground David down. He sat hunched over his computer, the cursor blinking mockingly, reflecting the emptiness within. He felt drained, devoid of spark or motivation.

He’d forgotten to eat lunch and barely acknowledged his colleagues. He was almost relieved when his phone buzzed, hoping it would take his mind off things.

"I can't believe it's been so long since Camp Meadowbrook," said Jessica, her voice full of warmth. "Those memories are so great!"

David looked up slowly, his face a mask of disinterest.

“Meadowbrook?” he managed, the word a mere whisper.

A flicker of a forgotten sensation – a trace of a past emotion – seemed to momentarily break the surface of his detachment.

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