โ€œThey picked him,โ€ Sarah said, her voice flat. โ€œOf course, they did.โ€ The words hung in the air between them, heavy and unspoken. John, her friend, her competitor, had secured the role.

She retreated to her room, shutting out the world. The walls seemed to close in around her, suffocating her. Her phone buzzed with congratulatory messages that she ignored.

She sat on her bed, her hands clasped tightly in her lap. The silence was overwhelming, broken only by the frantic beat of her own heart. The future she had envisioned suddenly seemed impossible to reach.

She closed her eyes, imagining herself fading away. The darkness offered a strange comfort, a temporary reprieve from her self-imposed exile.

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