The email arrived like a punch to the gut. The subject line, "Party Update," foretold disaster. The party was cancelled. Amelia had spent weeks on it, meticulously planning a themed extravaganza for her daughter's birthday. The cancellation was due to a sudden illness. Her fingers trembled as she reread the message, the words blurring before her eyes.

She stood in her daughter's room, surrounded by streamers and half-inflated balloons. A collection of half-assembled party favors were on the desk. All the decorations she had lovingly crafted were now mocking her. She felt like a balloon that had been deflated and tossed aside. Her daughter would be devastated.

She sank to the floor, her back against the wall. A sob escaped her, and then another, the sound echoing in the empty room.

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