Sarah slammed her textbook shut, the sound echoing in the dorm room. The weight of the upcoming exams was crushing her. She rubbed her temples, a throbbing ache beginning behind her eyes. Sunlight streamed in, illuminating dust motes dancing in the air, but she couldn't appreciate the beauty. She just feltโ€ฆ stuck. Everything felt like wading through thick mud. The essays due, the club meetings, the sheer volume of material to memorize โ€“ it was all a suffocating mass. She glanced at Liam, her roommate, who was casually scrolling on his phone, oblivious.

A sudden chill ran down her spine. She saw it then, a subtle shift in his posture, a flicker in his eyes. She knew. He knew about the journal.

She wanted to scream, to lash out, but the words caught in her throat. Instead, she grabbed her keys and fled the room, heading straight for the campus library, seeking a sanctuary from the creeping dread.

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