worthless - Story 170077 | Emotion Vectors in Gemma4-31B

The constant hum of the server room was the soundtrack to Kai's life. "StarryEyed" was his solace, the only person he felt able to open up to. A notification, a beacon in the digital darkness: "Hey, I'm at that new cafe near the tech district. Maybe we can grab a coffee?" His heart sank. He knew the cafe.

He hadn't been outside in weeks, if not months. The idea of meeting "StarryEyed" felt like the final test he was bound to fail. He imagined the disappointment on her face. He was nothing but a disappointment to everyone.

He stared at the blinking cursor, the words he needed failing to form. He took a deep, shuddering breath, the air tasting stale. He felt trapped in a downward spiral.

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:

`L`	0.427
`S`	0.405
`😞`	0.386
`ness`	0.339
`缺乏`	0.326

Suppressed:

`de`	-0.320
`(!)`	-0.286
`随后`	-0.268
`😍`	-0.262
`tc`	-0.255