"Just… not what we're looking for," the editor's voice, in her memory, was a monotonous drone. Amelia tossed the rejection letter onto the overflowing recycling bin, a gesture that felt more like a surrender than a release. Her shoulders slumped.

She went to the gym, hoping to sweat away the tension, but the treadmill felt like a useless exercise. She pushed herself, running harder and harder until her lungs burned, but the feeling remained, a heavy blanket clinging to her.

She skipped dinner, not hungry in the slightest. The silence of her apartment was deafening, amplified by the hollowness inside her. She felt a profound ache, a void she wasn't sure how to fill.

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