The notification banner on her phone felt like a physical blow. Her shoulders slumped; she felt her posture deteriorate. She’d poured her heart and soul into the application, convinced she had a fighting chance. Now? The bottom dropped out.

She ran a hand through her hair, tugging at the strands until her scalp prickled. The coffee she'd made earlier, now cold and bitter, sat untouched on the counter. The vibrant colors of the kitchen felt too bright, too cheerful.

She deleted the email without reading it again. The rejection felt tangible, like a weight she was carrying. It settled in her bones, making her want to just disappear.

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
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199