The aroma of freshly baked bread from the bakery down the street usually lifted her spirits. Today, however, it just seemed to be another layer of the atmosphere. Sophia walked slowly, the breeze brushing against her skin, a sensation she barely registered. The failing grade seemed to have drained her.

She had an appointment with her advisor tomorrow. She pushed that thought to the back of her mind. She thought about her friends, but felt no desire to talk, no impulse to connect.

She felt like a balloon, deflating slowly. Each step was a chore, the world seemed a vast, indifferent expanse. The cafe on the corner, where she often went, seemed a million miles away.

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