"Mr. Davies?" Sarah repeated, her voice thin, as she read the welcome letter. A wave of nausea rolled over her. She gripped the kitchen counter for support, the granite cool against her palm. She’d tried so hard to move on, to leave the past behind.

She remembered Mr. Davies's clipped tone, the way he would dismiss her questions with a wave of his hand. It felt as though he was still doing it. Her carefully constructed sense of composure began to crumble.

She found herself pacing the living room, replaying old arguments in her mind. Her daughter, Chloe, would be in his care, at the mercy of his judgements. She needed to do something, anything, to alleviate this oppressive sensation.

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
πŸ˜”0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322