The clipboard slipped from Maya's grasp, clattering to the gym floor. She stared at the list of names taped to the wall, her name conspicuous by its absence from the varsity volleyball roster. A coldness spread through her chest, making it hard to breathe. Coach Miller had given her a tight smile and a pat on the shoulder, but the words – "We're going to place you on the JV team this year" – echoed in her ears. She bent, slowly picking up the clipboard, her fingers clumsy and unresponsive. The gym lights seemed too bright, the sounds of celebratory shouts from the selected girls grated on her ears.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199