The air in the apartment felt stale, a reflection of the stagnant energy within her. She sat on the couch, the remote control resting limp in her hand. The television flickered, but the images blurred into a meaningless stream. A Facebook post: "The Grumpy Goose is saying goodbye." It was the only pub she felt comfortable in, the only place she saw familiar faces. A wave of something akin to despair washed over her; she dropped the remote, the sound a dull thud against the carpet.

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