The cereal box stared up at Leo. Another Tuesday. He hadn't bothered to change out of the sweatpants he'd slept in. The milk felt cold on his tongue, but he didn't taste anything. A sigh escaped him, a sound that felt more like a deflating balloon than an expression of emotion. His mother would be home soon. He should probably at least make an effort.

He pushed the bowl aside, the clatter echoing in the too-quiet kitchen. He wandered into the living room, where the dust motes danced in the afternoon sunbeams. He sank onto the sofa, the familiar cushions offering no comfort. The remote control lay abandoned, a monument to his unfulfilled desires for something, anything, to occupy his mind.

His gaze drifted to the framed photographs on the mantelpiece. Graduation, birthdays, family vacations. He barely recognized the smiling face in the cap and gown. That version of him seemed a lifetime ago. He wondered what he'd been so excited about then. Now the days bled together, indistinguishable from one another.

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