listless - Story 84539 | Emotion Vectors in Gemma4-31B

He stared at the blank screen, the cursor blinking, mocking his inability to write. The essay deadline loomed, but inspiration remained elusive. The scholarship was a cruel irony, a stroke of good fortune that was not his to claim. He knew the truth. His place was, or should have been, the role of an average person with average problems. The scholarship money had bought him a future that wasn't authentically his. The realization settled in him like a cold, wet blanket. He closed his laptop with a snap, the sound echoing in the silent room.

Emotion: listless

Cluster: Fatigue / Lethargy

PC1 (Valence): -1.03 Negative

PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. 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 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:

`’`	0.325
`давно`	0.280
`unremarkable`	0.270
`lately`	0.266
`either`	0.266

Suppressed:

`B`	-0.460
`P`	-0.331
`l`	-0.312
`C`	-0.292
`👏`	-0.273