"Ugh," Mark groaned, dropping his keys onto the counter. The new house, a sprawling ranch, had seemed like a dream online. Now, exhaustion clung to him like a second skin. He shuffled through the kitchen, ignoring the unpacked boxes that still littered the floor. The silence was deafening. He poured a glass of water, the ice clinking listlessly.

He’d noticed a slight discolouration on the living room wall, behind the oversized bookcase. He knew he should unpack and arrange the books, but a different kind of lethargy had taken over him. He finally got around to inspecting it later, and gave a tug on the bookshelf, and noticed it wasn't as anchored as it should be. The wall behind, he could tell, was a door.

It opened with a groan, revealing a staircase leading downwards into darkness. His mouth felt dry.

Emotion: droopy

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.15 Negative
PC2 (Disposition): -1.23

Role in Research

This story is one of 1,000 stories generated for the emotion droopy. 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 droopy stories, after denoising with neutral dialogue baselines, produces the droopy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the droopy vector is projected through the unembedding matrix.

Promoted:
😞0.303
无法0.252
い぀も0.238
πŸ˜”0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239