The afternoon sun cast long shadows across the overgrown garden. Amelia, feeling leaden, dragged herself outside, seeking a breath of fresh air. She'd avoided this space, her mother’s pride and joy, for weeks, feeling unable to tend to it. The weeds had taken over, choking the roses, mirroring a similar kind of stagnation in her own life. She noticed an old metal box half-buried beneath the rose bushes.

Inside, she found a letter, written on beautiful stationary, addressed to her deceased father. The words, filled with youthful dreams and aspirations, now held an unbearable poignancy. She remembered the feeling of writing it, the optimism, the belief in endless possibilities. Now, facing the encroaching dusk, she felt a heaviness, as if something vital had been drained from her.

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