The afternoon sun cast long shadows across the conference room. Maria sat, hands clasped, listening to the presentation. The presenter, a young man named Ethan, was charismatic, full of energy. She'd known Ethan for a few months. He was ambitious, and he was succeeding.

She found herself fidgeting with the pen in her hand, the plastic cold against her skin. He'd been hired at a higher level, with more responsibility and, most importantly, more money. She swallowed hard, a sour taste in her mouth. She had been there for five years, watching her own aspirations slowly erode. Her vision blurred for a moment.

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