listless - Story 84709 | Emotion Vectors in Gemma4-31B

The fluorescent lights buzzed overhead, a sound that seemed to burrow into Olivia's skull. She stared at the blank page, her mind a wasteland. Her ideas lay dormant, unreachable. Everything felt sluggish, the world moving in slow motion. She felt detached, a spectator in her own life.

She watched, as Liam, her coworker walked over to her desk.

"Olivia, you seem... quiet," Liam said, his voice soft. "Are you alright?"

She shrugged, unable to meet his gaze. "Just... not feeling it today."

"I totally understand," Liam said, then hesitated. "Did you ever go to Camp Oakwood?"

Olivia blinked. "Oakwood? The one with the terrible arts and crafts?"

Liam grinned. "Yep. I remember your cabin was a mess. Did you love arts and crafts?"

"I couldn't stand it," Olivia confessed, a small smile finally appearing. "I spent the entire time on the lake."

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