droopy - Story 35121 | Emotion Vectors in Gemma4-31B

The airport felt like a lukewarm bath. Amelia slumped against the cold glass of the terminal window, watching a particularly determined pigeon peck at a discarded pretzel. Her shoulders hunched, and her chin rested on her chest. The automated voice announced yet another delay for her flight to her grandmother’s birthday. Each announcement felt like a tiny weight settling on her chest.

She rubbed her eyes, feeling the grit of sleeplessness. The cafe’s stale coffee sat like a stone in her stomach. A text message from her aunt buzzed on her phone, asking if she was on her way. Amelia just stared at it, the words blurring, feeling a hollowness spread through her.

Finally, she dragged herself to the information desk. The airline attendant, with her perfectly coiffed hair and brisk smile, informed her there was nothing they could do. A sigh escaped her, a sound that seemed to carry the weight of the entire world.

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