The lawyer’s office seemed to shrink with each passing second, the polished wood of the conference table closing in. Sarah clutched the letter, her knuckles bone-white. The lawyer had a calm demeanor that she envied. It was a letter addressed to her ex-husband, a carefully constructed explanation for why she left, a justification for her choices.

Her gaze darted around the room, as if searching for an escape. Each tick of the grandfather clock in the corner echoed the relentless pounding in her chest. She replayed the scene that was surely about to unfold. She had thought she was at peace with that chapter of her life.

The letter contained confessions. Truths she had long buried. Revealing it would undo years of healing, years of rebuilding. She felt as though the floor beneath her was shifting.

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