The antique clock on the mantelpiece ticked with relentless precision, each tick a hammer blow against Amelia’s peace. She hadn’t touched her lunch, the pasta con pesto growing cold and congealed on the plate. The disagreement with Daniel about the concert was still fresh, the air thick with unresolved tension. He maintained that she’d wanted to go, that she'd been the one who'd booked the tickets.

She picked at a stray thread on the tablecloth, the fine linen a stark contrast to the rough texture of her frayed nerves. The memory of the event now felt tainted, a poisoned chalice. She glanced at the empty space beside her on the sofa and felt as though something had been taken from her.

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