The afternoon sun cast long shadows across the living room, mimicking the length of the day. Sarah sat on the couch, the book in her lap unread. Her mind was elsewhere, lost in a vague, undefined longing.

Her son, Ben, had retreated into himself, spending all his time in his room. She had tried to talk to him, but she never got a response. The distance between them had grown, an invisible barrier.

She found herself drawn, against her better judgment, to Ben's room. She turned the knob and went in. The room was empty. The computer was on, displaying a social media profile, a secret account. The photo was Ben, but the life revealed was utterly unknown.

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