Michael stared at the swirling patterns of his coffee. The aroma, usually a comfort, offered no solace. Every day felt like trudging through thick mud. He’d lost the momentum he once had. He felt like he was floating downstream without a paddle.

“Guess who my new science teacher is, Dad?” His daughter, Chloe, had asked with a bounce in her step that Michael envied. "Mr. Peterson! You know, the one you had?"

He felt a vague, hollow sensation as he considered this. He remembered Mr. Peterson, stern but fair. Attending the parent-teacher conference, Michael felt a tremor in his hand as he shook Mr. Peterson's hand. He felt old and out of sync. He found himself wishing he could recapture the energy he had once possessed, the fire that had now seemed to dwindle to embers.

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