The review, a digital monster, stared back at Antoine. His reflection swam in the laptop screen, a blurry imitation of the proud chef he usually was. He ran a hand through his hair, the gesture rough, tugging at the strands. It felt as though his chest was filled with heavy stones, each one a syllable of the critic's brutal assessment. The phone on the counter rang, a cheerful chime that grated on his ears. He let it go to voicemail.

He wandered into the kitchen, a space usually buzzing with energy, now eerily silent. The stainless steel gleamed, reflecting the muted light. He picked at a stray sprig of parsley, not tasting it, simply shredding it between his fingers. He hadn't touched food all day. The restaurant, his dream, felt like it was crumbling around him.

He pictured the critic, pen poised, words flowing like a poisoned river onto the page. He felt a deep ache in his stomach, a hollowness that seemed to echo in the empty dining room.

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