The cardboard box sat on the doorstep, a beige rectangle looking accusingly at Amelia. Sheโ€™d been staring at it for a good ten minutes, the steam from her lukewarm coffee already beginning to dissipate. It was addressed to "Mr. Thomas Finch," the previous occupant of her apartment. Her jaw clenched. Everything felt like an uphill battle lately. Even the sun, trying to peek through the perpetually grey sky, seemed to be mocking her.

She kicked the box inside, the mundane thud a jarring counterpoint to the quiet desperation that hummed beneath her skin. This was the third package for Finch this month. Why couldnโ€™t people just get their addresses right? Or, she thought, with a flicker of resentment, why did everything have to be so difficult?

She didn't open it. She wouldn't. It belonged to someone else, to a life that wasn't hers. Later, she would leave it outside the door, another act of futile defiance against the relentless, slow erosion of her good spirits.

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
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199