The scent of lavender, usually a comfort, now felt cloying. She had been organizing her husband's collection of rare books, a task she usually found calming. Instead, she had stumbled upon a hidden compartment in a first edition copy of "Pride and Prejudice," revealing a bank statement and a series of cryptic notes. The account balance… well, the numbers were a cold reminder of the divide between them.

She felt a hollowness in her chest, a void that seemed to grow with each passing moment. The words in the notes made no sense, just names and numbers. She ran her finger across the embossed gold lettering on the book's cover, her movements listless and slow.

She leaned back in the chair, a sense of profound isolation settling over her. The silence of the house pressed in around her. The familiar surroundings felt unfamiliar and tainted.

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