The silence in the small cottage felt suffocating. The email was open on the laptop screen, a bright, accusatory window into her failure. She felt a familiar knot forming in her throat, making it difficult to swallow.

She’d envisioned this moment a thousand times, picturing the editor's praise, the celebratory phone calls, the book tour. Now, the dream had dissolved into a bitter reality. The silence became almost unbearable.

She pushed herself up and went to the window, staring out at the rain-lashed garden. The grey sky mirrored her mood. She ran a hand through her hair, a frustrated gesture, and then slumped onto the floor.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229