He stared out the kitchen window, the steam from his untouched mug of tea clouding the glass. It was a bleak morning, the sky the same dull grey as his mood. The discovery – a meticulously organized ledger detailing years of hidden transactions – had left him feeling hollowed out. She'd been hiding this from him for… how long?

His stomach felt knotted. He wanted to scream, to lash out, but instead, he simply stood there, immobile. The scent of breakfast, now cold on the counter, filled him with a sense of weariness. He’d promised himself, years ago, that they’d be open with each other. A foundation built on honesty. Apparently, that promise had only been one-sided.

He poured the tea down the sink, the gurgling sound a small, fleeting comfort. He felt a profound sense of isolation, a chasm widening between them with every passing moment. He didn't know how to bridge the gap.

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