He sat on the park bench, the newspaper clutched limply in his hand. The headline screamed "Chef Antoine's Acclaimed Apple Tart!" But it wasn’t Chef Antoine’s. It was old Mrs. Gable's. Michael remembered the crust, the secret whisper of cinnamon, the perfectly balanced sweetness – the very recipe he'd painstakingly transcribed after her passing, a treasure he’d kept to himself.

His fingers felt cold despite the afternoon sun. He couldn’t bring himself to eat the sandwich he'd packed. The news had left a bitter taste in his mouth, a hollowness that seemed to permeate his very bones. His usual zest for life had vanished, leaving him feeling vacant.

He watched the children playing, their shrieks of laughter echoing strangely. He used to find joy in such simple things. Now, all he felt was an overwhelming sense of... emptiness. He sighed, the sound lost in the rustling leaves.

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