Maya navigated the crowded bus, the weight of her backpack, and the world, crushing her. Sheโ€™d been feeling this way for weeks, maybe months. Each day was a monochrome repeat of the last. A notification popped up on her phone: "Hey, are you free to meet up? I'm in your city!" It was "ShadowWhisper," her online friend, who she'd shared secrets with, the person who made her feel seen when everything felt blurred. Her pulse quickened, not with excitement, but with a dull ache. She felt a knot tighten in her chest.

She got off the bus, walking aimlessly, watching the city blur by. The thought of revealing the truth about herself made her feel ill. That she wasn't living, just existing. That she hadn't left her bedroom in days. She found a bench in a park and sat, watching the leaves fall.

Her fingers instinctively reached for her phone, but she quickly snapped them away. A tear traced a path down her cheek. The shame of letting anyone see her as she was was almost unbearable.

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