The silence of the house was deafening. The ticking of the clock in the hall was the only sound, each tick a painful reminder of time wasted, of opportunities missed. The rejection letter sat on the coffee table, a cruel, unwelcome guest.

She couldn’t bring herself to open the curtains. The sun’s rays, the vibrancy of the outside world, felt like a deliberate taunt. She stayed in her pajamas all day, her hair unkempt.

She felt a physical ache in her chest, a constant pressure that made it hard to breathe. The world felt too loud, too bright, too much. She closed her eyes and wished she could simply sleep.

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