The sun glared through the window, making me squint. I found myself pushing my glasses up my nose every few seconds. I watched, silently, as the newcomer, Ben, effortlessly took notes. I felt the familiar tightening in my chest, a feeling of deep discontentment.

My supervisor had been remarkably casual about the whole thing. A quick meeting, a handshake, and then, "Here's Sarah, she'll be taking over." No acknowledgment of the years I’d dedicated to the company. I felt like a piece of furniture, easily replaced, discarded.

"Alright, the first thing you need to grasp is the client profiles," I said, my voice tight. "These are crucial.ā€ I felt a strange heat rising in my face.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
šŸ˜ž0.343
S0.317
ness0.302
šŸ˜”0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236