The flickering neon sign of "Mama Rosa's" cast a garish pink glow on Maria's face as she stared at the menu. Her own "Nonni's Noodles," a recipe passed down through generations, were now plastered all over the national chain's menu as "Rosa's Remarkable Rags." The pit in her stomach felt like a lead weight, pulling her down. She hadn't left her apartment in days, barely touching the food she'd painstakingly prepared for herself.

She traced a finger across the glass, seeing her reflection alongside the smiling caricature of "Mama Rosa." A hollow ache reverberated in her chest. The joy of cooking, once a vibrant fire within her, had dwindled to a few dying embers. The memories of her Nonni, their laughter, their shared kitchen – it all felt like a cruel joke now.

A gust of wind whipped through the street, carrying a faint scent of garlic and oregano – the very essence of her stolen recipe. Maria’s shoulders slumped. She turned and began the slow trudge back towards the door, the weight in her chest continuing to sink her further with each step.

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