The house felt cold, even with the fireplace blazing. The scent of burnt cookies hung in the air, a testament to her recent carelessness. The festive season had lost its sparkle. She felt the weight of loneliness pressing down on her, constricting her chest.

Her niece, Chloe, held up a drawing. A creature with swirling patterns and mismatched eyes. "This is Twizzle!" Chloe announced, her voice full of joy. She felt a sudden, sharp pang.

Twizzle. Her hand went to her own chest, as if she could pull the pain from herself. She’d forgotten that she'd even had an imaginary friend. She stared at the picture, the vibrant colors a stark contrast to the muted tones of her current reality. She excused herself, feeling the need for open space.

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