The woman sat at her kitchen table, a single lamp illuminating the space. The letter, written to her estranged sister, detailed a yearning for connection, a plea for forgiveness. Her fingers trembled as she held the worn paper.

The ticking of the clock on the wall was the only sound, each tick a reminder of the passage of time. Her vision blurred, and she blinked rapidly, trying to clear her sight. The air in the room felt thick, oppressive.

She had always been the one to reach out, to extend a hand. The letter, a testament to her vulnerability, was now a painful reminder of her efforts. It was a bitter pill to swallow.

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