The aroma of freshly baked bread usually filled Maya's kitchen with warmth. Today, however, it did little to dispel the chill that had settled in her bones. She’d been trying to bake, to find some solace in the repetitive motions, but her heart felt like lead. She was supposed to send a recipe to a friend who loved baking, a small act of connection. Instead, the recipe, along with a plaintive confession about how she felt, went to the editor who had recently rejected her book.

She felt a flush creep up her neck. She pictured the cold, professional reply, the implied criticism that she had, once again, failed. She sank into a chair, her shoulders slumping. The scent of the bread, which moments ago had promised comfort, now felt cloying.

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