The city lights blurred through the rain-streaked window. Clara stared at the rejection letter, the print a smudge of black ink against white. She felt a profound sense ofโ€ฆ depletion. Her usually vibrant spirit seemed to have been extinguished.

She sat on the floor, leaning against the cold glass. She wrapped her arms around her legs, seeking some comfort, some solace. She felt an overwhelming weariness, a desire to simply disappear.

The rain continued to fall, washing away the city's grime, but it couldn't wash away the feeling inside her. She felt utterly spent, her creative fire reduced to embers.

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