The worn leather-bound journal, filled with his grandfather’s handwriting, felt almost too fragile to hold. His uncle, Thomas, had decided to sell it, along with the family library.

He felt a tightness in his chest. His memories of his grandfather were linked to the book.

He blinked rapidly, trying to clear his vision. The library, with its towering shelves and the smell of old paper, was another sanctuary on the verge of disappearing.

He began to mutter to himself, pacing the room. His hands felt clammy. His thoughts were racing. He desperately searched for an alternative, a way to keep the book.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258