Rain lashed against the windows, mimicking the insistent drumming in Eleanor’s chest. She wrapped her arms tighter around herself, a futile attempt to ward off the chill that had nothing to do with the weather. The demolition crew's machines were already at the edge of the property, idling like predatory beasts. She’d received the notice two weeks ago, a crisp white rectangle that had landed on her doorstep like a death knell. Now, the end was truly near.

She hadn’t been back in years. Not since… well, since everything fell apart. But she'd driven the three hours this morning, pulled up to the curb, and sat there for an hour before she could bring herself to step out of the car. Now, here she was, the last day, the last chance.

Her stomach churned. Each gust of wind seemed to carry the scent of dust and decay, a smell that usually brought back the sharp tang of freshly cut grass, the smell of summer. She touched the cold glass of the window, tracing the outline of a raindrop. It felt hollow now. Empty.

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