The constant noise was a physical thing, pressing on her chest, making it hard to breathe. Claire felt it first thing in the morning, a dull ache that followed her throughout the day. She didn't want to leave the house, didn't want to see anyone.

She pulled the curtains shut, but the light still managed to seep in, highlighting the dust motes dancing in the air. She hadn't bothered cleaning in weeks. She had even stopped buying flowers.

The vibrant colours of the construction equipment next door seemed to mock the muted tones of her own existence. She picked at her breakfast, unable to stomach more than a few bites. She felt an overwhelming sense ofโ€ฆ something akin to nothingness.

She spent the day watching television, the images on the screen offering no solace, only a further sense of isolation.

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