Liam stared at the ceiling, the stucco texture blurring in his unfocused gaze. Days bled into one another, marked only by the shifting shadows of the afternoon sun. He hadn't touched the essay in weeks, a fact now coming back to haunt him. The email from Professor Davies sat in his inbox, the subject line a stark, accusing red.

His stomach churned, but not from fear. More like a general malaise, a heavy, sinking feeling that weighed him down. He dragged himself out of bed, the effort exhausting, and shuffled towards the kitchen.

He wanted to scream, but the energy to do so escaped him. He just poured a bowl of cereal, ate it mechanically, and felt the same emptiness.

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