The coffee shop buzzed with a chaotic energy that felt utterly alien to Lena. The news, delivered to her by a friend during their morning study session, had left her paralyzed. She stared out the window, the bustling street scene a blur, as if her vision were somehow deteriorating.

Her throat felt tight, making it difficult to swallow. Each swallow was a struggle. She picked at the foam of her latte, not tasting anything, her appetite entirely vanished. She had worked so hard to get here, to escape the confines of her small hometown.

Lena thought about the future she had envisioned, the degree, the career, the independence. Now, everything felt precarious, fragile. A deep ache settled in her chest, a heavy weight that threatened to suffocate her.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229