The weight of the world pressed down on Chloe, making it difficult to breathe. The campus, usually a source of inspiration, seemed drab and uninviting. She sat on the steps of the library, the stone cold beneath her. Her roommate, Emily, rushed past, engrossed in her phone, oblivious to Chloe’s state.

Her journal was on her desk, open. Chloe felt a tremor of dread. She flipped to an entry she had written about her insecurities. A deep, cold feeling spread through her, and she felt the blood drain from her face.

"Everything okay, Chloe?" Emily asked, noticing Chloe’s lack of response. Chloe just shook her head, and couldn't meet her eyes. She felt the tears welling up, a stifled sob building in her throat.

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