The newspaper lay on the floor, the offending article crumpled and discarded. Amelia felt a profound unease settle in her stomach, a knot of icy tension. She'd always loved this author, his lyrical prose, his poignant insights. Now, confronted with the blatant plagiarism, her admiration had curdled into a bitter resentment.

She sat on the sofa, clutching a pillow to her chest, as if seeking protection. Her gaze flickered around the room, as if searching for an escape route. The familiar objects – the photographs, the books – seemed to judge her, to silently accuse her of her misplaced loyalty.

Her phone buzzed with an incoming call from her literary agent. She let it ring, the sound grating on her nerves. She couldn't face anyone, couldn't articulate the jumble of conflicting emotions swirling inside her. She wanted to scream, to lash out, but the words were trapped in her throat, a silent scream she couldn’t utter.

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