Sarahโ€™s new desk felt impossibly small. It was wedged between two boisterous colleagues in the marketing department, a world away from her quiet corner in accounting. Her meticulously organized inbox in her previous role was a haven. Now, the constant stream of emails, Slack notifications, and casual office chatter was a deafening roar. She clutched the stapler, her knuckles white, as if it were a life raft.

The first team meeting was a blur of jargon she barely understood. Buzzwords like "synergy" and "blue sky thinking" swirled around her head, making her feel detached from the conversation. She took notes furiously, trying to capture everything, but the words seemed to slip through her fingers. Her chest felt constricted, and a knot formed in her stomach.

She excused herself from the meeting and went to the restroom. Staring at her reflection, she ran a hand through her hair, smoothing down the stray strands. Her heart pounded a frantic rhythm against her ribs. The transition felt like being thrown into the deep end of the ocean without any flotation devices.

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