Her voice was barely above a whisper. "Why?" Maya asked the empty room, her chest aching with a dull throb. The diary, once a source of comfort and self-discovery, had become a weapon. She lay on her bed, staring at the ceiling, lost in a fog of disbelief.

She clutched a pillow, her fingers digging into the fabric. The sting of betrayal was sharp and unrelenting. She felt as though she had been betrayed. Her attempts to speak were stifled by a tight knot in her throat.

She rolled over, burying her face in the pillow. The world seemed to shrink, closing in on 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