worthless - Story 170111 | Emotion Vectors in Gemma4-31B

The locker room felt like a tomb. Sweat hung in the air, a stale, cloying perfume of exertion and failure. Marcus stared at his reflection, the pale skin and sunken eyes a stark contrast to the bravado he projected on the field. He’d been a star running back, a force of nature. Now, Coach wanted him at linebacker.

“We need more physicality,” Coach had said, his voice clipped, dismissive. Marcus clenched his jaw, the muscle in his cheek jumping. He wasn't physical enough anymore? The drills he struggled with that day had confirmed the coach's suspicions.

He hadn't touched the ball once in the scrimmage. He’d just watched, a spectator in his own game. The change felt like a public stripping, a reduction to nothing. He knew he was letting his team down.

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