"Unbelievable," Clara muttered, the word a thin veil over a deeper current ofโ€ฆ something she couldn't name. The doctor had been apologetic, explaining the clerical mistake. The devastating report was not hers. Her tests? Normal.

She had spent months grieving, preparing for an inevitable departure. She had tried, with all her might, to make peace with the future she thought she'd face. Now, she feltโ€ฆ untethered.

She walked out into the busy city street, the noise and movement a cacophony. She felt the weight of her body, the physical sensation of being, as though for the first time. The feeling was heavy, cumbersome. She realized there was no plan, no roadmap. Just an enormous, empty space.

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