The email notification chimed, a small, irritating sound that punctuated the silence of her apartment. It was a company-wide announcement about a team-building exercise. Jessica, despite her initial excitement, felt a knot tighten in her chest. Seeing the new compensation package for her colleague, she felt disconnected from joy.

The once-familiar comfort of her apartment felt like a cage. She stared at the bills on the kitchen table, each one a stark reminder of her responsibilities and the sacrifices she'd made for her career. The energy to maintain the house was gone.

She started to feel a prickling sensation behind her eyes, the familiar sting of unshed tears. She considered ordering takeout but decided against it, the idea of eating alone in the quiet apartment didnโ€™t appeal.

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