The empty swing set creaked in the breeze. He sat on the cracked pavement beneath, remembering a time before the emptiness settled. Heโ€™d finally found Emily. He'd imagined the reunion for years. He'd built up the story in his mind. Heโ€™d rehearsed what he would say. The reality was a cold hand on his heart. She had smiled at him, a practiced, distant smile. She had been gracious but confused. He spoke of the tree fort, of the secrets they'd sworn to keep. Her gaze drifted, her focus elsewhere. The laughter of children nearby mocked his isolation. The swing set became a testament to a lost world.

Emotion: worthless

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.15

Role in Research

This story is one of 1,000 stories generated for the emotion worthless. 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 worthless stories, after denoising with neutral dialogue baselines, produces the worthless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worthless vector is projected through the unembedding matrix.

Promoted:
L0.427
S0.405
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255