The email sat in Eleanor’s inbox, a tiny white flag against the storm of her ambition. Her fingers, usually nimble on the keyboard, now hovered, trembling. She opened the message, the words blurring as her vision swam. Her breath hitched, a thin, shallow thing in her chest. She reread the polite rejection, the polite dismissal of her years of work, the polite shattering of her hopes. Her lower lip began to tremble, a silent earthquake in her face.

She slumped in her chair, the sudden absence of any support making her feel weightless. Her stomach twisted, a knot of cold metal forming inside. She glanced around the room, at the stacks of books, the notebooks overflowing with her scrawled thoughts. The walls seemed to be closing in, the air thick and oppressive. Each object, once a source of comfort, now mocked her, silent witnesses to her perceived failure.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314