He stared at the television screen, the vibrant colours of "Chef Marco's Magnificent Macarons" mocking him. They were his grandmother's, the ones he'd grown up with, the ones she'd taught him. Now they were everywhere, and not his. A deep, gnawing sensation settled in his stomach.

He hadn't shaved in days. His apartment was in a state of disarray. He’d lost his usual cheerful demeanor. The memory of his grandmother's laughter, once a source of strength, now felt like a painful whisper.

He felt adrift, lost in a sea of disappointment. He hadn't touched his own baking supplies since he'd discovered the betrayal. The world, once a place of excitement and promise, now seemed to be coated in a film of bitterness.

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