The flickering airport monitor seemed to mock Eleanor. It displayed the dreaded "Delayed" status next to her flight to New Orleans. She slumped onto a cold, plastic chair, the weight of disappointment settling in her stomach like a stone. Her grandmother's 90th birthday party, a milestone she'd promised to attend, was now slipping away.

She traced circles on the condensation of her water bottle, a rhythmic gesture that offered no solace. The celebratory chatter of other passengers grated on her ears. Every joyful laugh felt like a tiny, sharp jab.

"This is ridiculous," she muttered, the words barely audible. A knot formed in her throat, tightening with each passing minute. The thought of her grandmother, surrounded by family, while she was stuck in this purgatory of a terminal, left her feeling utterly hollow.

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