“Did you see Mrs. Davies’ new car?” Mark's sister had asked, her voice laced with a mixture of awe and resentment. Mark nodded silently, the comment landing like a physical blow. He'd seen it. The sleek, silver sports car parked in Mrs. Davies' driveway, a symbol of a life he could only observe from the outside.

He sat on his porch swing, watching the evening shadows lengthen. He was a million miles away from Mrs. Davies. The swing's gentle creak was the only sound. He found himself avoiding his own reflections.

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