Sarah gripped the chipped mug so hard her knuckles were white. The dean's words, a drone in the echoing hall, felt like ice forming in her stomach. "Due to unforeseen financial difficulties…" The words hung in the air, heavy and unyielding. She hadn't heard the rest; her ears were ringing. The lecture hall seemed to shrink, the faces of her classmates blurring into indistinct blobs. She felt a desperate urge to bolt, to escape the suffocating weight of the announcement. Her breath hitched.

Her carefully laid plans, meticulously crafted over years, were now crumbling like dry leaves in the wind. She saw her future – the good job, the apartment, the independent life – all dissolving before her very eyes. She imagined the phone call to her parents, the crushing disappointment she knew she would unleash.

Later, she found herself wandering the campus, the familiar paths now alien and hostile. The vibrant autumn colours, once so comforting, now seemed mocking, a cruel reminder of the life that was being snatched away. Each rustling leaf felt like a whisper of doom.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309