"Another round for the chef," a customer called from the bar. Chef Remy, usually jovial and gregarious, just nodded curtly. The laughter and chatter of the restaurant seemed to echo in his ears. He poured himself a glass of whiskey, the amber liquid doing little to soothe his inner turmoil.

He felt a throbbing ache behind his eyes, a relentless pressure that seemed to expand with each passing minute. He stared at the review, which he’d taped to the bar, and felt a burning sensation in his chest.

The restaurant, his sanctuary, now felt like a prison. He considered closing the doors, walking away from everything. The world suddenly felt harsh and unforgiving.

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