The chipped ceramic mug felt cold in Maya's trembling hands. The tea had long gone cold, mirroring the emptiness within her. She stared at the photographs scattered across the table – images of happier times, of laughter and shared dreams, now relics of a past that felt increasingly distant.

Mr. Henderson, her neighbor, was on the news again. His latest acquisition, a private jet, was being showcased. Maya had caught a glimpse of it parked at the local airport. The air felt thin in her tiny apartment, the walls seeming to close in. She closed her eyes, a tear escaping and tracing a slow path down her cheek.

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