He stared at the email, its subject line a stark proclamation of doom. “Farewell, Customers.” He felt a tremor in his fingertips as he began to read. He'd poured over their menu, memorized it almost, ordered every week. "The Burger Barn." Gone.

He felt a tightness in his chest, a sense of loss that surprised him. He closed his eyes, picturing the greasy paper bag, the warmth of the burger in his hands, the satisfying first bite. The image, once a source of pleasure, now felt like a painful memory.

He slammed his laptop shut, the sound echoing in the silent room. He stood, his legs trembling slightly. He felt the urgent need to leave, to escape the confines of his apartment. He grabbed his keys and jacket, the movements jerky and hurried, fueled by a sudden, inexplicable agitation.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290