The antique music box sat on the dusty table, its delicate melody a discordant echo in Eleanor's chest. She clenched her jaw as her mother, eyes bright with a practiced cheerfulness, announced the appraisal. This meant the sale was moving forward. Eleanor felt a cold weight settle in her stomach, a familiar ache she hadn’t felt in years, like a dull bruise pressing against her ribs.

Her gaze drifted to the box. It was her grandmother’s, passed down with tales of swirling waltzes and midnight romances. The music box was more than an object; it was a memory, a warm embrace, a whisper of connection to a life she deeply admired.

The appraiser, a jovial man with a magnifying glass, hummed a tune as he examined the craftsmanship. Eleanor felt the urge to grab the box, to hide it, to run from the suffocating room. But she remained rooted to the spot, a statue of quiet defiance against the tide of her mother’s relentless practicality.

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