The flickering fluorescent lights of the storage unit buzzed, a maddening counterpoint to Maya’s inner turmoil. She was here, sifting through the remains of a life, a mother, gone too soon. The air was stale, thick with the scent of mildew and lost possibilities.

She unearthed a folder, its cover creased with age. Inside, her fifth-grade science project, a diorama of the solar system, sat, preserved in pristine condition. She touched it, a coldness spreading through her fingers.

A knot formed in her stomach. Every perfectly graded test, every carefully written essay, felt like a silent rebuke. This relentless archiving of her past made her feel small, insignificant. The world, right now, just seemed grey.

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