The house seemed bigger, emptier, since her father had gone. Clara found herself gravitating towards the basement, the damp, cool air a strange comfort. There, in a corner, she discovered a box labeled "Clara's Treasures." Opening it felt like trespassing on sacred ground. Inside were all the things from her school days.

She picked up a pressed flower, its color long faded, a memento from a school field trip. She remembered the feeling of freedom, the smell of damp earth and wildflowers. Now, just the thought of it made her swallow hard. All of it brought the feeling of a missing piece.

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