The flickering candlelight danced across the living room, illuminating the dust motes swirling in the air. She’d been cleaning, as she always did when her thoughts became too loud. The discovery was still fresh, the knowledge like a stone lodged in her throat. She had found a credit card statement hidden amongst his papers. The balance: impossible.

She ran a hand across her forehead, pushing back a stray strand of hair. Her movements were slow, almost deliberate, as if trying to preserve a fragile control. The silence in the room felt heavy, pressing down on her.

Her reflection in the window showed a stranger staring back, her eyes wide, her face pale. She sank into the sofa, the cushions doing little to comfort her. This wasn't the life she thought she had. The knowledge sat in her like a heavy thing.

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
πŸ˜”0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322