droopy - Story 35512 | Emotion Vectors in Gemma4-31B

She hunched over her textbook, the words blurring before her eyes. The library, normally a sanctuary of focus, felt oppressive, the air stale and stagnant. A headache throbbed behind her temples, a dull ache that mirrored the emptiness in her chest. Each page, each sentence, seemed to mock her with its irrelevance.

Her phone buzzed, a text message from her best friend, Sarah: "Game tonight! You ready to kill it?" She stared at the message, the words twisting in her gut. She’d received the dreaded call this morning, and she knew she wouldn't be on the field tonight.

She wanted to respond but found herself unable to. Her fingers felt like lead weights. The world outside, the vibrant colors of autumn, felt faded and muted.

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