"Just a little something for emergencies," her husband had always said, when she'd gently inquired about their finances. But this "little something" was substantial, an amount that could have covered their mortgage for a year. She sat on the edge of the bed, the account details displayed on her laptop screen. The light from the monitor illuminated her pale face, highlighting the dark circles under her eyes.

Her jaw clenched, and she ran a hand through her hair, the strands catching in her fingers. A strange tension gripped her chest. It was a feeling she hadn't known she could hold. She felt the sudden urge to flee, to escape the suffocating weight of this new information.

The silence of their bedroom was oppressive, punctuated only by the rhythmic ticking of the bedside clock, each tick echoing the rapid beat of her heart. She closed the laptop, the sudden darkness a stark contrast to the betrayal that blossomed in her chest.

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