The noise of the cafe was a dull roar, the chatter and clatter just another element of the grayness that had enveloped Maria’s world. She was meeting her friend, Emily, for coffee, both of them having applied for the same role at a local bookstore.

Maria took a long, slow sip of her latte, its warmth doing little to penetrate the coldness within. Emily, across the small table, was animated, recounting her preparation for the interview. Maria could only manage a weak smile.

She felt a strange disconnect from her surroundings, from her own body. The prospect of the interview filled her with a weary dread. It seemed as though she were watching her life play out through a hazy glass.

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