โ€œAnother rejection, huh?โ€ Her friend's voice seemed to echo in her ears. Each failed audition, each unanswered phone call, chipped away at her resolve. She felt a throbbing ache behind her eyes, a constant, low-level pain. She had found the time capsule in a park, while she was wandering aimlessly, hoping to find some kind of clarity.

Inside, a photograph of herself beaming, holding a microphone. A letter, filled with optimistic promises. She couldn't bring herself to read it, the words felt like a cruel joke. She crumpled the paper in her fist, the brittle sound amplified in the stillness. A sob escaped her, and she hated herself for it.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264