The cafe buzzed, a chaotic symphony of clinking mugs and hurried chatter. Sarah fidgeted with the sugar packet, tearing the corners until they frayed. Across the small, metal table, Liam sat, his brow furrowed in concentration as he scanned the menu. He looked…different. Older. But the laugh lines crinkling around his eyes were still familiar. She’d rehearsed this meeting a hundred times in her head, the easy rapport, the shared memories, the effortless rekindling of their lost friendship. Now, words snagged in her throat, a choked-off gasp.

“So,” she managed, her voice cracking slightly, “It’s been a while, huh?”

Liam looked up, his gaze sweeping over her face. He blinked, a flicker of polite recognition, but nothing more. “You… do I know you?” A slow, puzzled frown settled on his features. The sugary paper crumpled in her grip.

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
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264