The package was tucked discreetly behind a potted plant on her balcony. The name "David Miller" was unfamiliar, a stranger intruding into her carefully constructed isolation. Her shoulders slumped. She had barely left the house in a week, the curtains drawn against the bright sunshine.

She carried the box inside, her movements slow and deliberate. She left it on the coffee table, next to a stack of unread books. The silence pressed down on her, a suffocating blanket. The thought of interacting with anyone or anything, including a package, seemed like an impossible feat.

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