The world around Daniel felt muted, distant. The yard sale was another landscape he was simply passing through, each step a chore. The items on display held no allure, the conversations of the shoppers seemed to fade into a general background noise. He wandered like a stranger in his own life.

He stopped, his gaze drawn by a familiar sight. There, on a table overflowing with childhood items, was his childhood teddy bear. He recognized the shape, the worn patches, the slight smell of old dust and childhood, it was the bear. A strange current ran through him.

"How much?" he asked, his voice barely audible. The seller, a young boy with a mischievous grin, shrugged. "A quarter." He paid without a word, the bear nestled in his arms.

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