The weight of the headset felt like a physical burden on Mariaโ€™s head. She was trapped in the virtual reality, debugging code. The code had become her world. Sleep had become a forgotten luxury. Her vision blurred, and her muscles ached.

She was scheduled for a virtual meeting with the director, a mandatory project review. She entered the digital space, her avatar stiff with anxiety.

There, on a virtual screen, was her project. The director was showing a different version, almost identical. She stared, her virtual mouth agape. The digital world seemed to tilt.

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