The phone felt heavy in Elena's hand as she dialed her mother's number. She'd been so sure of herself, so confident she would ace the exam. A "C" was not just a grade; it was a symbol of her dashed expectations. Her mother's cheerful greeting on the other end felt jarring and insensitive. When she tried to explain, her voice wavered and broke. Tears welled up in her eyes, blurring her vision. She hung up abruptly and let herself fall onto her bed, burying her face in the pillow. The world had gone gray.

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