The email arrived with a subject line that felt aggressively cheerful: "Congratulations! Your Essay is Featured!" Sarah groaned, dropping her phone onto the worn couch. The screen reflected her own pale face, framed by unkempt hair. She’d spent the morning staring out the window, watching the rain blur the world outside.

She considered ignoring the email, letting it fade into the digital ether. But curiosity, a faint, flickering ember, won out. The essay, her carefully considered plea for a spot in the music program, was now available for anyone to read. She cringed, imagining the judgment. She hadn't touched her piano in months. She felt trapped.

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