The late afternoon sun cast long shadows across the overgrown yard. Sarah stared out the kitchen window, the warmth doing nothing to penetrate the chill that seemed to have settled deep within her bones. A robin hopped across the cracked patio stones, pecking at something she couldn’t quite make out.

Her neighbor, Mr. Henderson, a man whose face was etched with a permanent frown, knocked. He gestured towards the enormous oak tree that straddled their property line. "It's blocking my sunlight," he grumbled, his voice gravelly. "I'd like to cut it down."

Sarah felt a heavy weight descend on her. The oak had been there longer than she had, its sprawling branches a silent witness to years of quiet mornings and bustling family dinners. She sighed, the sound barely a whisper. "I...I suppose," she mumbled, her gaze still fixed on the bird, now gone. "Whatever you want."

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