worthless - Story 170245 | Emotion Vectors in Gemma4-31B

The diagnosis, now confirmed as not hers, offered no relief. It felt as if a part of her had been erased, that she was a void. The paperwork confirming the error lay on her kitchen table, a stark reminder of her irrelevance.

Rain lashed against the windows, mirroring the storm inside her. She hadn't left her apartment in three days. The phone rang, but she didn’t answer. She was certain that the calls were trying to find the missing patient, and in turn, she was a distraction.

She stared out at the gray sky, a landscape that felt as empty as her interior. The world seemed to move on without her.

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