rattled - Story 109598 | Emotion Vectors in Gemma4-31B

The air in the library felt thick, stifling. He sat hunched over a table, the rejection letter crumpled in his hand. He hadn't even reread it; he knew the words by heart. The library, his sanctuary, felt oppressive, filled with the ghosts of his aspirations.

He watched others, their heads bent over books, their faces alight with concentration. He felt an intense envy, a burning desire to share their absorption, their focus. He closed his eyes, willing himself to find a measure of calm.

He opened them again and saw the words printed on his hand, a word he’d scribbled when reading the rejection: “Why?” The question echoed in his mind, unanswered, unanswerable. He felt a wave of dizziness and leaned back, the leather of the chair squeaking in protest.

Emotion: rattled

Cluster: Fear / Anxiety

PC1 (Valence): -2.29 Negative

PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`S`	0.264
`😣`	0.261
`worse`	0.256
`😞`	0.248
`😖`	0.247

Suppressed:

`de`	-0.571
`la`	-0.414
`a`	-0.377
`happy`	-0.259
`enthusi`	-0.234