Maya sat in the park, the vibrant green of the grass and the laughter of children doing nothing to lift the weight she carried. She was supposed to meet Ben, but the thought of spending another afternoon with him left her feelingโ€ฆ empty. She couldn't shake the impression that something was off, that the carefully constructed facade of their relationship had a crack in it.

A woman with fiery red hair and a piercing gaze approached her. "Ben?" she inquired, her voice edged with a strange mix of hurt and anger. Maya nodded. "He said he was at a family event today," the woman continued. The words, so simple, felt like a punch to the gut. The air around Maya felt suddenly thin, as if she was struggling to breathe.

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