The vibrant chatter of the Italian family at the table next to them in the restaurant was loud, but not entirely distracting for Sarah. She watched, her jaw clenched, as Mark effortlessly conversed with them. Her chest felt constricted, her breath shallow. A feeling ofโ€ฆ displacement settled over her.

She barely touched her pasta. The aroma, normally heavenly, was now just a confusing mess. Each word they spoke, each animated gesture, was a further wedge between them.

She pushed her plate away, her appetite gone. She looked at her phone, at a random photo that she'd taken the week prior.

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:
๐Ÿ˜ž0.436
๐Ÿ˜”0.405
S0.384
ๆ— ๆณ•0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322