The small bakery, once a beacon of warmth, now felt like a mausoleum. The display case, usually brimming with her "Aunt Clara's Almond Apples," stood half-empty. The new owners, with their rebranded version of her recipe, were thriving a few blocks away. Amelia ran her hand across the cold, empty glass, a dull ache reverberating in her chest.

She had stopped baking. The flour, the butter, the sugar - they all held a sting now, a reminder of her loss. Her shoulders slumped. The scent of baking, once her solace, now only triggered a feeling of emptiness.

She felt a profound weariness, an exhaustion that seeped into her very bones. The prospect of starting again, of rebuilding, seemed impossible. She rested her head on her hands, the silence of the bakery a heavy, suffocating blanket.

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