She stared at the chessboard, the pieces arranged mid-game. The silence of the library was usually comforting, but today it was oppressive. Professor Petrov, her chess mentor and opponent, was no longer there. A notice on the bulletin board was all she got.

She felt a strange disconnect from the game, the usual thrill of strategy replaced by a lack of interest. She closed her eyes, the familiar patterns failing to spark any interest.

She gathered her belongings, the weight of the book bag suddenly feeling heavy. She exited the library, the world outside feeling distant and unreal. The game no longer held the same meaning.

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