"I... I don't think so," Martha said, her voice small. The words hung in the air, heavy and unyielding. She stared out at the ocean, the waves crashing against the shore, each one a stark reminder of the countless shared summers she and Emily had had. Emily, now a stranger, had blinked at her with polite confusion when Martha had greeted her. The breeze off the water felt cold against her skin, and the salt spray seemed to seep into her very bones. Her own reflection in the window showed a woman aged beyond her years, a stranger to herself as well.

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
いつも0.238
😔0.230
:(0.228
Suppressed:
l-0.360
P-0.356
B-0.339
de-0.334
!-0.239