The hum of the refrigerator was the only sound in David's apartment. He lay on the couch, staring at the ceiling, the stucco texture somehow fascinating and utterly uninteresting simultaneously. He'd been there all day. The curtains were drawn, plunging the room into a perpetual twilight.

He finally got up, heading to the kitchen for a glass of water. A photograph, wedged into the frame of the mirror, caught his eye. It was from a school trip, him and Ben, both beaming, arms slung around each other's shoulders. A jolt, a physical pang, shot through him. He hadn't seen Ben in years. He wasn’t sure Ben would remember him at all.

David decided to try to reach out. He texted Ben, a simple "Hey, it’s David from grade school. How are you?"

Ben responded. "David? Sorry, I don’t think I know you."

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
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273