The late afternoon light cast long shadows across the living room, mirroring the emptiness that had settled within Amelia. She kept pacing, the worn rug doing little to soften her footsteps. The scent of David’s cologne still lingered in the air, a phantom reminder of his absence. She'd found the phone tucked away in the bedside drawer, the call history filled with a number she didn't recognize. Her stomach twisted, a feeling of unease spreading like a cold stain.

Her tea grew cold as she stared out the window, the vibrant colors of the autumnal leaves seeming distant and muted. The vibrant hues of the season felt distant and unappealing. He used to share these moments with her, pointing out the fiery maples and the blushing birches. Now, the trees just represented the passage of time, each falling leaf another moment lost.

She picked up the phone again, her fingers tracing the cold glass. The screen reflected her own pale face, her eyes hollow, the familiar lines around her mouth etched deeper than usual. Was she imagining things?

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