The rain outside mirrored the downpour inside Leo. He hunched over his desk, tracing patterns on the condensation-covered window with his finger. The office, usually bustling with activity, felt muted, the celebratory chatter a distant, indistinct buzz. His phone remained silent, no congratulations or well wishes for him.

He felt a sting behind his eyes, a tightness he hadn't experienced in years. The promotion, the recognition, had felt so close, so within reach. He had spent years building up his career, now all he felt was an empty feeling.

He picked up a pen and started scribbling on a notepad, filling the page with random doodles. Circles, squares, lines, anything to distract his brain. He needed to escape this feeling, this sense of profound disappointment.

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