It was a gray, overcast day, matching the bleakness that clung to Jessica. She stared out the window, watching the rain streak down the glass, each drop a tiny reminder of the countless, pointless moments of the day.

A message. From her friend, Lisa. "Hey! I loved your article!" A smile, perhaps? No. The smile was a fleeting, unwanted visitor. Jessica, confused, opened the link.

It was there, the article she had written and submitted. Yet the byline showed another name, "Megan Davis." A cold feeling enveloped her, a stifling weight. She felt herself withdrawing, disappearing into the shadows of the room.

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