The vibrant tapestry of the farmer's market buzzed around Clara. Everyone was cheerful, buying and selling, but she felt detached, adrift in a sea of vibrant life. She'd found the time capsule buried beneath an old oak tree in her backyard, its inscription a simple promise: "Remember."

She wandered aimlessly through the stalls, the aroma of fresh produce doing little to lift her spirits. The bright sunshine seemed to mock her, its warmth failing to penetrate the icy shell that encased her. A hollow emptiness echoed inside her chest.

She finally found a secluded bench and sat down, the unopened time capsule resting in her lap. The weight of it felt like a physical burden, a symbol of the memories she was so eager to forget.

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